Interspeech
Collection
Accepted papers for Interspeech (Annual Conference of the International Speech Communication Association), one dataset per year. • 13 items • Updated
paper_id stringlengths 15 32 | title stringlengths 26 179 | authors listlengths 1 22 | isca_url stringlengths 66 83 | pdf_url stringlengths 65 82 | doi stringlengths 27 30 | pages stringlengths 3 9 | bibtex large_stringlengths 293 766 | abstract large_stringlengths 352 1.76k | arxiv_id stringclasses 78
values | arxiv_id_source stringclasses 2
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kinnunen17_interspeech | The ASVspoof 2017 Challenge: Assessing the Limits of Replay Spoofing Attack Detection | [
"Tomi Kinnunen",
"Md. Sahidullah",
"Héctor Delgado",
"Massimiliano Todisco",
"Nicholas Evans",
"Junichi Yamagishi",
"Kong Aik Lee"
] | https://www.isca-archive.org/interspeech_2017/kinnunen17_interspeech.html | https://www.isca-archive.org/interspeech_2017/kinnunen17_interspeech.pdf | 10.21437/Interspeech.2017-1111 | 2-6 | @inproceedings{kinnunen17_interspeech,
title = {{The ASVspoof 2017 Challenge: Assessing the Limits of Replay Spoofing Attack Detection}},
author = {Tomi Kinnunen and Md. Sahidullah and Héctor Delgado and Massimiliano Todisco and Nicholas Evans and Junichi Yamagishi and Kong Aik Lee},
year = {2017},
... | The ASVspoof initiative was created to promote the development of countermeasures
which aim to protect automatic speaker verification (ASV) from spoofing
attacks. The first community-led, common evaluation held in 2015 focused
on countermeasures for speech synthesis and voice conversion spoofing
attacks. Arguably, howe... | null | null |
font17_interspeech | Experimental Analysis of Features for Replay Attack Detection — Results on the ASVspoof 2017 Challenge | [
"Roberto Font",
"Juan M. EspÃn",
"MarÃa José Cano"
] | https://www.isca-archive.org/interspeech_2017/font17_interspeech.html | https://www.isca-archive.org/interspeech_2017/font17_interspeech.pdf | 10.21437/Interspeech.2017-450 | 7-11 | @inproceedings{font17_interspeech,
title = {{Experimental Analysis of Features for Replay Attack Detection — Results on the ASVspoof 2017 Challenge}},
author = {Roberto Font and Juan M. EspÃn and MarÃa José Cano},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {7--11},
doi ... | This paper presents an experimental comparison of different features
for the detection of replay spoofing attacks in Automatic Speaker Verification
systems. We evaluate the proposed countermeasures using two recently
introduced databases, including the dataset provided for the ASVspoof
2017 challenge. This challenge pr... | null | null |
patil17_interspeech | Novel Variable Length Teager Energy Separation Based Instantaneous Frequency Features for Replay Detection | [
"Hemant A. Patil",
"Madhu R. Kamble",
"Tanvina B. Patel",
"Meet H. Soni"
] | https://www.isca-archive.org/interspeech_2017/patil17_interspeech.html | https://www.isca-archive.org/interspeech_2017/patil17_interspeech.pdf | 10.21437/Interspeech.2017-1362 | 12-16 | @inproceedings{patil17_interspeech,
title = {{Novel Variable Length Teager Energy Separation Based Instantaneous Frequency Features for Replay Detection}},
author = {Hemant A. Patil and Madhu R. Kamble and Tanvina B. Patel and Meet H. Soni},
year = {2017},
booktitle = {{Interspeech 2017}},
pages ... | Replay attacks presents a great risk for Automatic Speaker Verification
(ASV) system. In this paper, we propose a novel replay detector based
on Variable length Teager Energy Operator-Energy Separation Algorithm-Instantaneous
Frequency Cosine Coefficients (VESA-IFCC) for the ASV spoof 2017 challenge.
The key idea here ... | null | null |
cai17_interspeech | Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion | [
"Weicheng Cai",
"Danwei Cai",
"Wenbo Liu",
"Gang Li",
"Ming Li"
] | https://www.isca-archive.org/interspeech_2017/cai17_interspeech.html | https://www.isca-archive.org/interspeech_2017/cai17_interspeech.pdf | 10.21437/Interspeech.2017-906 | 17-21 | @inproceedings{cai17_interspeech,
title = {{Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion}},
author = {Weicheng Cai and Danwei Cai and Wenbo Liu and Gang Li and Ming Li},
year = {2017},
booktitle = ... | The ongoing ASVspoof 2017 challenge aims to detect replay attacks for
text dependent speaker verification. In this paper, we propose multiple
replay spoofing countermeasure systems, with some of them boosting
the CQCC-GMM baseline system after score level fusion. We investigate
different steps in the system building pi... | null | null |
jelil17_interspeech | Spoof Detection Using Source, Instantaneous Frequency and Cepstral Features | [
"Sarfaraz Jelil",
"Rohan Kumar Das",
"S.R. Mahadeva Prasanna",
"Rohit Sinha"
] | https://www.isca-archive.org/interspeech_2017/jelil17_interspeech.html | https://www.isca-archive.org/interspeech_2017/jelil17_interspeech.pdf | 10.21437/Interspeech.2017-930 | 22-26 | @inproceedings{jelil17_interspeech,
title = {{Spoof Detection Using Source, Instantaneous Frequency and Cepstral Features}},
author = {Sarfaraz Jelil and Rohan Kumar Das and S.R. Mahadeva Prasanna and Rohit Sinha},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {22--26},
doi ... | This work describes the techniques used for spoofed speech detection
for the ASVspoof 2017 challenge. The main focus of this work is on
exploiting the differences in the speech-specific nature of genuine
speech signals and spoofed speech signals generated by replay attacks.
This is achieved using glottal closure instan... | null | null |
witkowski17_interspeech | Audio Replay Attack Detection Using High-Frequency Features | [
"Marcin Witkowski",
"StanisÅaw Kacprzak",
"Piotr Żelasko",
"Konrad Kowalczyk",
"Jakub GaÅka"
] | https://www.isca-archive.org/interspeech_2017/witkowski17_interspeech.html | https://www.isca-archive.org/interspeech_2017/witkowski17_interspeech.pdf | 10.21437/Interspeech.2017-776 | 27-31 | @inproceedings{witkowski17_interspeech,
title = {{Audio Replay Attack Detection Using High-Frequency Features}},
author = {Marcin Witkowski and StanisÅaw Kacprzak and Piotr Å»elasko and Konrad Kowalczyk and Jakub GaÅka},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {27--31},
do... | This paper presents our contribution to the ASVspoof 2017 Challenge.
It addresses a replay spoofing attack against a speaker recognition
system by detecting that the analysed signal has passed through multiple
analogue-to-digital (AD) conversions. Specifically, we show that most
of the cues that enable to detect the re... | null | null |
wang17_interspeech | Feature Selection Based on CQCCs for Automatic Speaker Verification Spoofing | [
"Xianliang Wang",
"Yanhong Xiao",
"Xuan Zhu"
] | https://www.isca-archive.org/interspeech_2017/wang17_interspeech.html | https://www.isca-archive.org/interspeech_2017/wang17_interspeech.pdf | 10.21437/Interspeech.2017-304 | 32-36 | @inproceedings{wang17_interspeech,
title = {{Feature Selection Based on CQCCs for Automatic Speaker Verification Spoofing}},
author = {Xianliang Wang and Yanhong Xiao and Xuan Zhu},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {32--36},
doi = {10.21437/Interspeech.2017-304}... | The ASVspoof 2017 challenge aims to assess spoofing and countermeasures
attack detection accuracy for automatic speaker verification. It has
been proven that constant Q cepstral coefficients (CQCCs) processes
speech in different frequencies with variable resolution and performs
much better than traditional features. Wh... | null | null |
ylmaz17_interspeech | Longitudinal Speaker Clustering and Verification Corpus with Code-Switching Frisian-Dutch Speech | [
"Emre Yılmaz",
"Jelske Dijkstra",
"Hans Van de Velde",
"Frederik Kampstra",
"Jouke Algra",
"Henk van den Heuvel",
"David Van Leeuwen"
] | https://www.isca-archive.org/interspeech_2017/ylmaz17_interspeech.html | https://www.isca-archive.org/interspeech_2017/ylmaz17_interspeech.pdf | 10.21437/Interspeech.2017-301 | 37-41 | @inproceedings{ylmaz17_interspeech,
title = {{Longitudinal Speaker Clustering and Verification Corpus with Code-Switching Frisian-Dutch Speech}},
author = {Emre Yılmaz and Jelske Dijkstra and Hans Van de Velde and Frederik Kampstra and Jouke Algra and Henk van den Heuvel and David Van Leeuwen},
year ... | In this paper, we present a new longitudinal and bilingual broadcast
database designed for speaker clustering and text-independent verification
research. The broadcast data is extracted from the archives of Omrop
Fryslân which is the regional broadcaster in the province of Fryslân,
located in the north of the Netherlan... | null | null |
ylmaz17b_interspeech | Exploiting Untranscribed Broadcast Data for Improved Code-Switching Detection | [
"Emre Yılmaz",
"Henk van den Heuvel",
"David Van Leeuwen"
] | https://www.isca-archive.org/interspeech_2017/ylmaz17b_interspeech.html | https://www.isca-archive.org/interspeech_2017/ylmaz17b_interspeech.pdf | 10.21437/Interspeech.2017-391 | 42-46 | @inproceedings{ylmaz17b_interspeech,
title = {{Exploiting Untranscribed Broadcast Data for Improved Code-Switching Detection}},
author = {Emre Yılmaz and Henk van den Heuvel and David Van Leeuwen},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {42--46},
doi = {10.21437/Inte... | We have recently presented an automatic speech recognition (ASR) system
operating on Frisian-Dutch code-switched speech. This type of speech
requires careful handling of unexpected language switches that may
occur in a single utterance. In this paper, we extend this work by
using some raw broadcast data to improve mult... | null | null |
ramanarayanan17_interspeech | Jee haan, I’d like both, por favor: Elicitation of a Code-Switched Corpus of Hindi–English and Spanish–English Human–Machine Dialog | [
"Vikram Ramanarayanan",
"David Suendermann-Oeft"
] | https://www.isca-archive.org/interspeech_2017/ramanarayanan17_interspeech.html | https://www.isca-archive.org/interspeech_2017/ramanarayanan17_interspeech.pdf | 10.21437/Interspeech.2017-1198 | 47-51 | @inproceedings{ramanarayanan17_interspeech,
title = {{ Jee haan, I’d like both, por favor: Elicitation of a Code-Switched Corpus of Hindi–English and Spanish–English Human–Machine Dialog}},
author = {Vikram Ramanarayanan and David Suendermann-Oeft},
year = {2017},
booktitle = {{Interspeech 2017}},
... | We present a database of code-switched conversational human–machine
dialog in English–Hindi and English–Spanish. We leveraged
HALEF, an open-source standards-compliant cloud-based dialog system
to capture audio and video of bilingual crowd workers as they interacted
with the system. We designed conversational items wit... | null | null |
rallabandi17_interspeech | On Building Mixed Lingual Speech Synthesis Systems | [
"SaiKrishna Rallabandi",
"Alan W. Black"
] | https://www.isca-archive.org/interspeech_2017/rallabandi17_interspeech.html | https://www.isca-archive.org/interspeech_2017/rallabandi17_interspeech.pdf | 10.21437/Interspeech.2017-1244 | 52-56 | @inproceedings{rallabandi17_interspeech,
title = {{On Building Mixed Lingual Speech Synthesis Systems}},
author = {SaiKrishna Rallabandi and Alan W. Black},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {52--56},
doi = {10.21437/Interspeech.2017-1244},
issn = {2958-17... | Codemixing — phenomenon where lexical items from one language
are embedded in the utterance of another — is relatively frequent
in multilingual communities. However, TTS systems today are not fully
capable of effectively handling such mixed content despite achieving
high quality in the monolingual case. In this paper, ... | null | null |
chandu17_interspeech | Speech Synthesis for Mixed-Language Navigation Instructions | [
"Khyathi Raghavi Chandu",
"SaiKrishna Rallabandi",
"Sunayana Sitaram",
"Alan W. Black"
] | https://www.isca-archive.org/interspeech_2017/chandu17_interspeech.html | https://www.isca-archive.org/interspeech_2017/chandu17_interspeech.pdf | 10.21437/Interspeech.2017-1259 | 57-61 | @inproceedings{chandu17_interspeech,
title = {{Speech Synthesis for Mixed-Language Navigation Instructions}},
author = {Khyathi Raghavi Chandu and SaiKrishna Rallabandi and Sunayana Sitaram and Alan W. Black},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {57--61},
doi = {10... | Text-to-Speech (TTS) systems that can read navigation instructions
are one of the most widely used speech interfaces today. Text in the
navigation domain may contain named entities such as location names
that are not in the language that the TTS database is recorded in.
Moreover, named entities can be compound words wh... | null | null |
amazouz17_interspeech | Addressing Code-Switching in French/Algerian Arabic Speech | [
"Djegdjiga Amazouz",
"Martine Adda-Decker",
"Lori Lamel"
] | https://www.isca-archive.org/interspeech_2017/amazouz17_interspeech.html | https://www.isca-archive.org/interspeech_2017/amazouz17_interspeech.pdf | 10.21437/Interspeech.2017-1373 | 62-66 | @inproceedings{amazouz17_interspeech,
title = {{Addressing Code-Switching in French/Algerian Arabic Speech}},
author = {Djegdjiga Amazouz and Martine Adda-Decker and Lori Lamel},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {62--66},
doi = {10.21437/Interspeech.2017-1373},
... | This study focuses on code-switching (CS) in French/Algerian Arabic
bilingual communities and investigates how speech technologies, such
as automatic data partitioning, language identification and automatic
speech recognition (ASR) can serve to analyze and classify this type
of bilingual speech. A preliminary study car... | null | null |
guzman17_interspeech | Metrics for Modeling Code-Switching Across Corpora | [
"Gualberto Guzmán",
"Joseph Ricard",
"Jacqueline Serigos",
"Barbara E. Bullock",
"Almeida Jacqueline Toribio"
] | https://www.isca-archive.org/interspeech_2017/guzman17_interspeech.html | https://www.isca-archive.org/interspeech_2017/guzman17_interspeech.pdf | 10.21437/Interspeech.2017-1429 | 67-71 | @inproceedings{guzman17_interspeech,
title = {{Metrics for Modeling Code-Switching Across Corpora}},
author = {Gualberto Guzmán and Joseph Ricard and Jacqueline Serigos and Barbara E. Bullock and Almeida Jacqueline Toribio},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {67--71},
... | In developing technologies for code-switched speech, it would be desirable
to be able to predict how much language mixing might be expected in
the signal and the regularity with which it might occur. In this work,
we offer various metrics that allow for the classification and visualization
of multilingual corpora accor... | null | null |
westhuizen17_interspeech | Synthesising isiZulu-English Code-Switch Bigrams Using Word Embeddings | [
"Ewald van der Westhuizen",
"Thomas Niesler"
] | https://www.isca-archive.org/interspeech_2017/westhuizen17_interspeech.html | https://www.isca-archive.org/interspeech_2017/westhuizen17_interspeech.pdf | 10.21437/Interspeech.2017-1437 | 72-76 | @inproceedings{westhuizen17_interspeech,
title = {{Synthesising isiZulu-English Code-Switch Bigrams Using Word Embeddings}},
author = {Ewald van der Westhuizen and Thomas Niesler},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {72--76},
doi = {10.21437/Interspeech.2017-1437}... | Code-switching is prevalent among South African speakers, and presents
a challenge to automatic speech recognition systems. It is predominantly
a spoken phenomenon, and generally does not occur in textual form.
Therefore a particularly serious challenge is the extreme lack of training
material for language modelling. W... | null | null |
soto17_interspeech | Crowdsourcing Universal Part-of-Speech Tags for Code-Switching | [
"Victor Soto",
"Julia Hirschberg"
] | https://www.isca-archive.org/interspeech_2017/soto17_interspeech.html | https://www.isca-archive.org/interspeech_2017/soto17_interspeech.pdf | 10.21437/Interspeech.2017-1663 | 77-81 | @inproceedings{soto17_interspeech,
title = {{Crowdsourcing Universal Part-of-Speech Tags for Code-Switching}},
author = {Victor Soto and Julia Hirschberg},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {77--81},
doi = {10.21437/Interspeech.2017-1663},
issn = {2958-179... | Code-switching is the phenomenon by which bilingual speakers switch
between multiple languages during communication. The importance of
developing language technologies for code-switching data is immense,
given the large populations that routinely code-switch. High-quality
linguistic annotations are extremely valuable f... | 1703.08537 | title_snapshot |
lavrentyeva17_interspeech | Audio Replay Attack Detection with Deep Learning Frameworks | [
"Galina Lavrentyeva",
"Sergey Novoselov",
"Egor Malykh",
"Alexander Kozlov",
"Oleg Kudashev",
"Vadim Shchemelinin"
] | https://www.isca-archive.org/interspeech_2017/lavrentyeva17_interspeech.html | https://www.isca-archive.org/interspeech_2017/lavrentyeva17_interspeech.pdf | 10.21437/Interspeech.2017-360 | 82-86 | @inproceedings{lavrentyeva17_interspeech,
title = {{Audio Replay Attack Detection with Deep Learning Frameworks}},
author = {Galina Lavrentyeva and Sergey Novoselov and Egor Malykh and Alexander Kozlov and Oleg Kudashev and Vadim Shchemelinin},
year = {2017},
booktitle = {{Interspeech 2017}},
page... | Nowadays spoofing detection is one of the priority research areas in
the field of automatic speaker verification. The success of Automatic
Speaker Verification Spoofing and Countermeasures (ASVspoof) Challenge
2015 confirmed the impressive perspective in detection of unforeseen
spoofing trials based on speech synthesis... | null | null |
ji17_interspeech | Ensemble Learning for Countermeasure of Audio Replay Spoofing Attack in ASVspoof2017 | [
"Zhe Ji",
"Zhi-Yi Li",
"Peng Li",
"Maobo An",
"Shengxiang Gao",
"Dan Wu",
"Faru Zhao"
] | https://www.isca-archive.org/interspeech_2017/ji17_interspeech.html | https://www.isca-archive.org/interspeech_2017/ji17_interspeech.pdf | 10.21437/Interspeech.2017-1246 | 87-91 | @inproceedings{ji17_interspeech,
title = {{Ensemble Learning for Countermeasure of Audio Replay Spoofing Attack in ASVspoof2017}},
author = {Zhe Ji and Zhi-Yi Li and Peng Li and Maobo An and Shengxiang Gao and Dan Wu and Faru Zhao},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {87-... | To enhance the security and reliability of automatic speaker verification
(ASV) systems, ASVspoof 2017 challenge focuses on the detection problem
of known and unknown audio replay attacks. We proposed an ensemble
learning classifier for CNCB team’s submitted system scores,
which across uses a variety of acoustic featur... | null | null |
li17b_interspeech | A Study on Replay Attack and Anti-Spoofing for Automatic Speaker Verification | [
"Lantian Li",
"Yixiang Chen",
"Dong Wang",
"Thomas Fang Zheng"
] | https://www.isca-archive.org/interspeech_2017/li17b_interspeech.html | https://www.isca-archive.org/interspeech_2017/li17b_interspeech.pdf | 10.21437/Interspeech.2017-456 | 92-96 | @inproceedings{li17b_interspeech,
title = {{A Study on Replay Attack and Anti-Spoofing for Automatic Speaker Verification}},
author = {Lantian Li and Yixiang Chen and Dong Wang and Thomas Fang Zheng},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {92--96},
doi = {10.21437/In... | For practical automatic speaker verification (ASV) systems, replay
attack poses a true risk. By replaying a pre-recorded speech signal
of the genuine speaker, ASV systems tend to be easily fooled. An effective
replay detection method is therefore highly desirable. In this study,
we investigate a major difficulty in rep... | 1706.02101 | title_snapshot |
nagarsheth17_interspeech | Replay Attack Detection Using DNN for Channel Discrimination | [
"Parav Nagarsheth",
"Elie Khoury",
"Kailash Patil",
"Matt Garland"
] | https://www.isca-archive.org/interspeech_2017/nagarsheth17_interspeech.html | https://www.isca-archive.org/interspeech_2017/nagarsheth17_interspeech.pdf | 10.21437/Interspeech.2017-1377 | 97-101 | @inproceedings{nagarsheth17_interspeech,
title = {{Replay Attack Detection Using DNN for Channel Discrimination}},
author = {Parav Nagarsheth and Elie Khoury and Kailash Patil and Matt Garland},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {97--101},
doi = {10.21437/Intersp... | Voice is projected to be the next input interface for portable devices.
The increased use of audio interfaces can be mainly attributed to the
success of speech and speaker recognition technologies. With these
advances comes the risk of criminal threats where attackers are reportedly
trying to access sensitive informati... | null | null |
chen17_interspeech | ResNet and Model Fusion for Automatic Spoofing Detection | [
"Zhuxin Chen",
"Zhifeng Xie",
"Weibin Zhang",
"Xiangmin Xu"
] | https://www.isca-archive.org/interspeech_2017/chen17_interspeech.html | https://www.isca-archive.org/interspeech_2017/chen17_interspeech.pdf | 10.21437/Interspeech.2017-1085 | 102-106 | @inproceedings{chen17_interspeech,
title = {{ResNet and Model Fusion for Automatic Spoofing Detection}},
author = {Zhuxin Chen and Zhifeng Xie and Weibin Zhang and Xiangmin Xu},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {102--106},
doi = {10.21437/Interspeech.2017-1085},... | Speaker verification systems have achieved great progress in recent
years. Unfortunately, they are still highly prone to different kinds
of spoofing attacks such as speech synthesis, voice conversion, and
fake audio recordings etc. Inspired by the success of ResNet in image
recognition, we investigated the effectivenes... | null | null |
alluri17_interspeech | SFF Anti-Spoofer: IIIT-H Submission for Automatic Speaker Verification Spoofing and Countermeasures Challenge 2017 | [
"K.N.R.K. Raju Alluri",
"Sivanand Achanta",
"Sudarsana Reddy Kadiri",
"Suryakanth V. Gangashetty",
"Anil Kumar Vuppala"
] | https://www.isca-archive.org/interspeech_2017/alluri17_interspeech.html | https://www.isca-archive.org/interspeech_2017/alluri17_interspeech.pdf | 10.21437/Interspeech.2017-676 | 107-111 | @inproceedings{alluri17_interspeech,
title = {{SFF Anti-Spoofer: IIIT-H Submission for Automatic Speaker Verification Spoofing and Countermeasures Challenge 2017}},
author = {K.N.R.K. Raju Alluri and Sivanand Achanta and Sudarsana Reddy Kadiri and Suryakanth V. Gangashetty and Anil Kumar Vuppala},
year ... | The ASVspoof 2017 challenge is about the detection of replayed speech
from human speech. The proposed system makes use of the fact that when
the speech signals are replayed, they pass through multiple channels
as opposed to original recordings. This channel information is typically
embedded in low signal to noise ratio... | null | null |
hartmann17_interspeech | Improved Single System Conversational Telephone Speech Recognition with VGG Bottleneck Features | [
"William Hartmann",
"Roger Hsiao",
"Tim Ng",
"Jeff Ma",
"Francis Keith",
"Man-Hung Siu"
] | https://www.isca-archive.org/interspeech_2017/hartmann17_interspeech.html | https://www.isca-archive.org/interspeech_2017/hartmann17_interspeech.pdf | 10.21437/Interspeech.2017-1513 | 112-116 | @inproceedings{hartmann17_interspeech,
title = {{Improved Single System Conversational Telephone Speech Recognition with VGG Bottleneck Features}},
author = {William Hartmann and Roger Hsiao and Tim Ng and Jeff Ma and Francis Keith and Man-Hung Siu},
year = {2017},
booktitle = {{Interspeech 2017}},
... | On small datasets, discriminatively trained bottleneck features from
deep networks commonly outperform more traditional spectral or cepstral
features. While these features are typically trained with small, fully-connected
networks, recent studies have used more sophisticated networks with
great success. We use the rece... | null | null |
wong17_interspeech | Student-Teacher Training with Diverse Decision Tree Ensembles | [
"Jeremy H.M. Wong",
"Mark J.F. Gales"
] | https://www.isca-archive.org/interspeech_2017/wong17_interspeech.html | https://www.isca-archive.org/interspeech_2017/wong17_interspeech.pdf | 10.21437/Interspeech.2017-145 | 117-121 | @inproceedings{wong17_interspeech,
title = {{Student-Teacher Training with Diverse Decision Tree Ensembles}},
author = {Jeremy H.M. Wong and Mark J.F. Gales},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {117--121},
doi = {10.21437/Interspeech.2017-145},
issn = {2958... | Student-teacher training allows a large teacher model or ensemble of
teachers to be compressed into a single student model, for the purpose
of efficient decoding. However, current approaches in automatic speech
recognition assume that the state clusters, often defined by Phonetic
Decision Trees (PDT), are the same acro... | null | null |
cui17_interspeech | Embedding-Based Speaker Adaptive Training of Deep Neural Networks | [
"Xiaodong Cui",
"Vaibhava Goel",
"George Saon"
] | https://www.isca-archive.org/interspeech_2017/cui17_interspeech.html | https://www.isca-archive.org/interspeech_2017/cui17_interspeech.pdf | 10.21437/Interspeech.2017-460 | 122-126 | @inproceedings{cui17_interspeech,
title = {{Embedding-Based Speaker Adaptive Training of Deep Neural Networks}},
author = {Xiaodong Cui and Vaibhava Goel and George Saon},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {122--126},
doi = {10.21437/Interspeech.2017-460},
issn... | An embedding-based speaker adaptive training (SAT) approach is proposed
and investigated in this paper for deep neural network acoustic modeling.
In this approach, speaker embedding vectors, which are a constant given
a particular speaker, are mapped through a control network to layer-dependent
element-wise affine tran... | 1710.06937 | title_snapshot |
ma17_interspeech | Improving Deliverable Speech-to-Text Systems with Multilingual Knowledge Transfer | [
"Jeff Ma",
"Francis Keith",
"Tim Ng",
"Man-Hung Siu",
"Owen Kimball"
] | https://www.isca-archive.org/interspeech_2017/ma17_interspeech.html | https://www.isca-archive.org/interspeech_2017/ma17_interspeech.pdf | 10.21437/Interspeech.2017-1058 | 127-131 | @inproceedings{ma17_interspeech,
title = {{Improving Deliverable Speech-to-Text Systems with Multilingual Knowledge Transfer}},
author = {Jeff Ma and Francis Keith and Tim Ng and Man-Hung Siu and Owen Kimball},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {127--131},
doi = ... | This paper reports our recent progress on using multilingual data for
improving speech-to-text (STT) systems that can be easily delivered.
We continued the work BBN conducted on the use of multilingual data
for improving Babel evaluation systems, but focused on training time-delay
neural network (TDNN) based chain mode... | null | null |
saon17_interspeech | English Conversational Telephone Speech Recognition by Humans and Machines | [
"George Saon",
"Gakuto Kurata",
"Tom Sercu",
"Kartik Audhkhasi",
"Samuel Thomas",
"Dimitrios Dimitriadis",
"Xiaodong Cui",
"Bhuvana Ramabhadran",
"Michael Picheny",
"Lynn-Li Lim",
"Bergul Roomi",
"Phil Hall"
] | https://www.isca-archive.org/interspeech_2017/saon17_interspeech.html | https://www.isca-archive.org/interspeech_2017/saon17_interspeech.pdf | 10.21437/Interspeech.2017-405 | 132-136 | @inproceedings{saon17_interspeech,
title = {{English Conversational Telephone Speech Recognition by Humans and Machines}},
author = {George Saon and Gakuto Kurata and Tom Sercu and Kartik Audhkhasi and Samuel Thomas and Dimitrios Dimitriadis and Xiaodong Cui and Bhuvana Ramabhadran and Michael Picheny and Ly... | Word error rates on the Switchboard conversational corpus that just
a few years ago were 14% have dropped to 8.0%, then 6.6% and most recently
5.8%, and are now believed to be within striking range of human performance.
This then raises two issues: what is human performance, and how far
down can we still drive speech r... | 1703.02136 | title_snapshot |
stolcke17_interspeech | Comparing Human and Machine Errors in Conversational Speech Transcription | [
"Andreas Stolcke",
"Jasha Droppo"
] | https://www.isca-archive.org/interspeech_2017/stolcke17_interspeech.html | https://www.isca-archive.org/interspeech_2017/stolcke17_interspeech.pdf | 10.21437/Interspeech.2017-1544 | 137-141 | @inproceedings{stolcke17_interspeech,
title = {{Comparing Human and Machine Errors in Conversational Speech Transcription}},
author = {Andreas Stolcke and Jasha Droppo},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {137--141},
doi = {10.21437/Interspeech.2017-1544},
issn ... | Recent work in automatic recognition of conversational telephone speech
(CTS) has achieved accuracy levels comparable to human transcribers,
although there is some debate how to precisely quantify human performance
on this task, using the NIST 2000 CTS evaluation set. This raises the
question what systematic difference... | 1708.08615 | title_snapshot |
petukhova17_interspeech | Multimodal Markers of Persuasive Speech: Designing a Virtual Debate Coach | [
"Volha Petukhova",
"Manoj Raju",
"Harry Bunt"
] | https://www.isca-archive.org/interspeech_2017/petukhova17_interspeech.html | https://www.isca-archive.org/interspeech_2017/petukhova17_interspeech.pdf | 10.21437/Interspeech.2017-98 | 142-146 | @inproceedings{petukhova17_interspeech,
title = {{Multimodal Markers of Persuasive Speech: Designing a Virtual Debate Coach}},
author = {Volha Petukhova and Manoj Raju and Harry Bunt},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {142--146},
doi = {10.21437/Interspeech.2017... | The study presented in this paper is carried out to support debate
performance assessment in the context of debate skills training. The
perception of good performance as a debater is influenced by how believable
and convincing the debater’s argumentation is. We identified
a number of features that are useful for explai... | null | null |
bone17_interspeech | Acoustic-Prosodic and Physiological Response to Stressful Interactions in Children with Autism Spectrum Disorder | [
"Daniel Bone",
"Julia Mertens",
"Emily Zane",
"Sungbok Lee",
"Shrikanth S. Narayanan",
"Ruth Grossman"
] | https://www.isca-archive.org/interspeech_2017/bone17_interspeech.html | https://www.isca-archive.org/interspeech_2017/bone17_interspeech.pdf | 10.21437/Interspeech.2017-179 | 147-151 | @inproceedings{bone17_interspeech,
title = {{Acoustic-Prosodic and Physiological Response to Stressful Interactions in Children with Autism Spectrum Disorder}},
author = {Daniel Bone and Julia Mertens and Emily Zane and Sungbok Lee and Shrikanth S. Narayanan and Ruth Grossman},
year = {2017},
bookti... | Social anxiety is a prevalent condition affecting individuals to varying
degrees. Research on autism spectrum disorder (ASD), a group of neurodevelopmental
disorders marked by impairments in social communication, has found
that social anxiety occurs more frequently in this population. Our
study aims to further understa... | null | null |
burmania17_interspeech | A Stepwise Analysis of Aggregated Crowdsourced Labels Describing Multimodal Emotional Behaviors | [
"Alec Burmania",
"Carlos Busso"
] | https://www.isca-archive.org/interspeech_2017/burmania17_interspeech.html | https://www.isca-archive.org/interspeech_2017/burmania17_interspeech.pdf | 10.21437/Interspeech.2017-1278 | 152-156 | @inproceedings{burmania17_interspeech,
title = {{A Stepwise Analysis of Aggregated Crowdsourced Labels Describing Multimodal Emotional Behaviors}},
author = {Alec Burmania and Carlos Busso},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {152--156},
doi = {10.21437/Interspeec... | Affect recognition is a difficult problem that most often relies on
human annotated data to train automated systems. As humans perceive
emotion differently based on personality, cognitive state and past
experiences, it is important to collect rankings from multiple individuals
to assess the emotional content in corpora... | null | null |
fotedar17_interspeech | An Information Theoretic Analysis of the Temporal Synchrony Between Head Gestures and Prosodic Patterns in Spontaneous Speech | [
"Gaurav Fotedar",
"Prasanta Kumar Ghosh"
] | https://www.isca-archive.org/interspeech_2017/fotedar17_interspeech.html | https://www.isca-archive.org/interspeech_2017/fotedar17_interspeech.pdf | 10.21437/Interspeech.2017-999 | 157-161 | @inproceedings{fotedar17_interspeech,
title = {{An Information Theoretic Analysis of the Temporal Synchrony Between Head Gestures and Prosodic Patterns in Spontaneous Speech}},
author = {Gaurav Fotedar and Prasanta Kumar Ghosh},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {157--16... | We analyze the temporal co-ordination between head gestures and prosodic
patterns in spontaneous speech in a data-driven manner. For this study,
we consider head motion and speech data from 24 subjects while they
tell a fixed set of five stories. The head motion, captured using a
motion capture system, is converted to ... | null | null |
huang17_interspeech | Multimodal Prediction of Affective Dimensions via Fusing Multiple Regression Techniques | [
"D.-Y. Huang",
"Wan Ding",
"Mingyu Xu",
"Huaiping Ming",
"Minghui Dong",
"Xinguo Yu",
"Haizhou Li"
] | https://www.isca-archive.org/interspeech_2017/huang17_interspeech.html | https://www.isca-archive.org/interspeech_2017/huang17_interspeech.pdf | 10.21437/Interspeech.2017-1088 | 162-165 | @inproceedings{huang17_interspeech,
title = {{Multimodal Prediction of Affective Dimensions via Fusing Multiple Regression Techniques}},
author = {D.-Y. Huang and Wan Ding and Mingyu Xu and Huaiping Ming and Minghui Dong and Xinguo Yu and Haizhou Li},
year = {2017},
booktitle = {{Interspeech 2017}},... | This paper presents a multimodal approach to predict affective dimensions,
that makes full use of features from audio, video, Electrodermal Activity
(EDA) and Electrocardiogram (ECG) using three regression techniques
such as support vector regression (SVR), partial least squares regression
(PLS), and a deep bidirection... | null | null |
dohen17_interspeech | Co-Production of Speech and Pointing Gestures in Clear and Perturbed Interactive Tasks: Multimodal Designation Strategies | [
"Marion Dohen",
"Benjamin Roustan"
] | https://www.isca-archive.org/interspeech_2017/dohen17_interspeech.html | https://www.isca-archive.org/interspeech_2017/dohen17_interspeech.pdf | 10.21437/Interspeech.2017-1329 | 166-170 | @inproceedings{dohen17_interspeech,
title = {{Co-Production of Speech and Pointing Gestures in Clear and Perturbed Interactive Tasks: Multimodal Designation Strategies}},
author = {Marion Dohen and Benjamin Roustan},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {166--170},
doi ... | Designation consists in attracting an interlocutor’s attention
on a specific object and/or location. It is most often achieved using
both speech (e.g., demonstratives) and gestures (e.g., manual pointing).
This study aims at analyzing how speech and pointing gestures are co-produced
in a semi-directed interactive task ... | null | null |
guzewich17_interspeech | Improving Speaker Verification for Reverberant Conditions with Deep Neural Network Dereverberation Processing | [
"Peter Guzewich",
"Stephen A. Zahorian"
] | https://www.isca-archive.org/interspeech_2017/guzewich17_interspeech.html | https://www.isca-archive.org/interspeech_2017/guzewich17_interspeech.pdf | 10.21437/Interspeech.2017-461 | 171-175 | @inproceedings{guzewich17_interspeech,
title = {{Improving Speaker Verification for Reverberant Conditions with Deep Neural Network Dereverberation Processing}},
author = {Peter Guzewich and Stephen A. Zahorian},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {171--175},
doi ... | We present an improved method for training Deep Neural Networks for
dereverberation and show that it can improve performance for the speech
processing tasks of speaker verification and speech enhancement. We
replicate recently proposed methods for dereverberation using Deep
Neural Networks and present our improved meth... | null | null |
bulling17_interspeech | Stepsize Control for Acoustic Feedback Cancellation Based on the Detection of Reverberant Signal Periods and the Estimated System Distance | [
"Philipp Bulling",
"Klaus Linhard",
"Arthur Wolf",
"Gerhard Schmidt"
] | https://www.isca-archive.org/interspeech_2017/bulling17_interspeech.html | https://www.isca-archive.org/interspeech_2017/bulling17_interspeech.pdf | 10.21437/Interspeech.2017-46 | 176-180 | @inproceedings{bulling17_interspeech,
title = {{Stepsize Control for Acoustic Feedback Cancellation Based on the Detection of Reverberant Signal Periods and the Estimated System Distance}},
author = {Philipp Bulling and Klaus Linhard and Arthur Wolf and Gerhard Schmidt},
year = {2017},
booktitle = {... | A new approach for acoustic feedback cancellation is presented. The
challenge in acoustic feedback cancellation is a strong correlation
between the local speech and the loudspeaker signal. Due to this correlation,
the convergence rate of adaptive algorithms is limited. Therefore,
a novel stepsize control of the adaptiv... | null | null |
franzen17_interspeech | A Delay-Flexible Stereo Acoustic Echo Cancellation for DFT-Based In-Car Communication (ICC) Systems | [
"Jan Franzen",
"Tim Fingscheidt"
] | https://www.isca-archive.org/interspeech_2017/franzen17_interspeech.html | https://www.isca-archive.org/interspeech_2017/franzen17_interspeech.pdf | 10.21437/Interspeech.2017-1084 | 181-185 | @inproceedings{franzen17_interspeech,
title = {{A Delay-Flexible Stereo Acoustic Echo Cancellation for DFT-Based In-Car Communication (ICC) Systems}},
author = {Jan Franzen and Tim Fingscheidt},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {181--185},
doi = {10.21437/Inters... | In-car communication (ICC) systems supporting speech communication
in noise by reproducing amplified speech from the car cabin in the
car cabin ask for low-delay acoustic echo cancellation (AEC). In this
paper we propose a delay-flexible DFT-based stereo AEC capable of cancelling
also the echoes stemming from the audio... | null | null |
wang17b_interspeech | Speech Enhancement Based on Harmonic Estimation Combined with MMSE to Improve Speech Intelligibility for Cochlear Implant Recipients | [
"Dongmei Wang",
"John H.L. Hansen"
] | https://www.isca-archive.org/interspeech_2017/wang17b_interspeech.html | https://www.isca-archive.org/interspeech_2017/wang17b_interspeech.pdf | 10.21437/Interspeech.2017-78 | 186-190 | @inproceedings{wang17b_interspeech,
title = {{Speech Enhancement Based on Harmonic Estimation Combined with MMSE to Improve Speech Intelligibility for Cochlear Implant Recipients}},
author = {Dongmei Wang and John H.L. Hansen},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {186--190... | In this paper, a speech enhancement algorithm is proposed to improve
the speech intelligibility for cochlear implant recipients. Our method
is based on combination of harmonic estimation and traditional statistical
method. Traditional statistical based speech enhancement method is
effective only for stationary noise su... | null | null |
ayllon17_interspeech | Improving Speech Intelligibility in Binaural Hearing Aids by Estimating a Time-Frequency Mask with a Weighted Least Squares Classifier | [
"David Ayllón",
"Roberto Gil-Pita",
"Manuel Rosa-Zurera"
] | https://www.isca-archive.org/interspeech_2017/ayllon17_interspeech.html | https://www.isca-archive.org/interspeech_2017/ayllon17_interspeech.pdf | 10.21437/Interspeech.2017-771 | 191-195 | @inproceedings{ayllon17_interspeech,
title = {{Improving Speech Intelligibility in Binaural Hearing Aids by Estimating a Time-Frequency Mask with a Weighted Least Squares Classifier}},
author = {David Ayllón and Roberto Gil-Pita and Manuel Rosa-Zurera},
year = {2017},
booktitle = {{Interspeech 2017... | An efficient algorithm for speech enhancement in binaural hearing aids
is proposed. The algorithm is based on the estimation of a time-frequency
mask using supervised machine learning. The standard least-squares
linear classifier is reformulated to optimize a metric related to speech/noise
separation. The method is ene... | null | null |
wu17_interspeech | Simulations of High-Frequency Vocoder on Mandarin Speech Recognition for Acoustic Hearing Preserved Cochlear Implant | [
"Tsung-Chen Wu",
"Tai-Shih Chi",
"Chia-Fone Lee"
] | https://www.isca-archive.org/interspeech_2017/wu17_interspeech.html | https://www.isca-archive.org/interspeech_2017/wu17_interspeech.pdf | 10.21437/Interspeech.2017-858 | 196-200 | @inproceedings{wu17_interspeech,
title = {{Simulations of High-Frequency Vocoder on Mandarin Speech Recognition for Acoustic Hearing Preserved Cochlear Implant}},
author = {Tsung-Chen Wu and Tai-Shih Chi and Chia-Fone Lee},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {196--200},
... | Vocoder simulations are generally adopted to simulate the electrical
hearing induced by the cochlear implant (CI). Our research group is
developing a new four-electrode CI microsystem which induces high-frequency
electrical hearing while preserving low-frequency acoustic hearing.
To simulate the functionality of this C... | null | null |
hermes17_interspeech | Phonetic Correlates of Pharyngeal and Pharyngealized Consonants in Saudi, Lebanese, and Jordanian Arabic: An rt-MRI Study | [
"Zainab Hermes",
"Marissa Barlaz",
"Ryan Shosted",
"Zhi-Pei Liang",
"Brad Sutton"
] | https://www.isca-archive.org/interspeech_2017/hermes17_interspeech.html | https://www.isca-archive.org/interspeech_2017/hermes17_interspeech.pdf | 10.21437/Interspeech.2017-1601 | 201-205 | @inproceedings{hermes17_interspeech,
title = {{Phonetic Correlates of Pharyngeal and Pharyngealized Consonants in Saudi, Lebanese, and Jordanian Arabic: An rt-MRI Study}},
author = {Zainab Hermes and Marissa Barlaz and Ryan Shosted and Zhi-Pei Liang and Brad Sutton},
year = {2017},
booktitle = {{Int... | The phonemic inventory of Arabic includes sounds that involve a pharyngeal
constriction. Sounds referred to as ‘pharyngeal’ (/ʕ/
and /ħ/) are reported to have a primary constriction in the pharynx,
while sounds referred to as ‘pharyngealized’ (/s ʕ /,
/t ʕ /, /d ʕ /, and /ð ʕ /
or /z ʕ /) are reported to have a seconda... | null | null |
elie17_interspeech | Glottal Opening and Strategies of Production of Fricatives | [
"Benjamin Elie",
"Yves Laprie"
] | https://www.isca-archive.org/interspeech_2017/elie17_interspeech.html | https://www.isca-archive.org/interspeech_2017/elie17_interspeech.pdf | 10.21437/Interspeech.2017-1039 | 206-209 | @inproceedings{elie17_interspeech,
title = {{Glottal Opening and Strategies of Production of Fricatives}},
author = {Benjamin Elie and Yves Laprie},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {206--209},
doi = {10.21437/Interspeech.2017-1039},
issn = {2958-1796},
} | This work investigates the influence of the gradual opening of the
glottis along its length during the production of fricatives in intervocalic
contexts. Acoustic simulations reveal the existence of a transient
zone in the articulatory space where the frication noise level is very
sensitive to small perturbations of th... | null | null |
frej17_interspeech | Acoustics and Articulation of Medial versus Final Coronal Stop Gemination Contrasts in Moroccan Arabic | [
"Mohamed Yassine Frej",
"Christopher Carignan",
"Catherine T. Best"
] | https://www.isca-archive.org/interspeech_2017/frej17_interspeech.html | https://www.isca-archive.org/interspeech_2017/frej17_interspeech.pdf | 10.21437/Interspeech.2017-1292 | 210-214 | @inproceedings{frej17_interspeech,
title = {{Acoustics and Articulation of Medial versus Final Coronal Stop Gemination Contrasts in Moroccan Arabic}},
author = {Mohamed Yassine Frej and Christopher Carignan and Catherine T. Best},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {210--... | This paper presents results of a simultaneous acoustic and articulatory
investigation of word-medial and word-final geminate/singleton coronal
stop contrasts in Moroccan Arabic (MA). The acoustic analysis revealed
that, only for the word-medial contrast, the two MA speakers adopted
comparable strategies in contrasting ... | null | null |
turco17_interspeech | How are Four-Level Length Distinctions Produced? Evidence from Moroccan Arabic | [
"Giuseppina Turco",
"Karim Shoul",
"Rachid Ridouane"
] | https://www.isca-archive.org/interspeech_2017/turco17_interspeech.html | https://www.isca-archive.org/interspeech_2017/turco17_interspeech.pdf | 10.21437/Interspeech.2017-1553 | 215-218 | @inproceedings{turco17_interspeech,
title = {{How are Four-Level Length Distinctions Produced? Evidence from Moroccan Arabic}},
author = {Giuseppina Turco and Karim Shoul and Rachid Ridouane},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {215--218},
doi = {10.21437/Interspe... | We investigate the durational properties of Moroccan Arabic identical
consonant sequences contrasting singleton (S) and geminate (G) dental
fricatives, in six combinations of four-level length contrasts across
word boundaries (#) (one timing slot for #S, two for #G and S#S, three
for S#G and G#S, and four for G#G). The... | null | null |
jones17_interspeech | Vowels in the Barunga Variety of North Australian Kriol | [
"Caroline Jones",
"Katherine Demuth",
"Weicong Li",
"Andre Almeida"
] | https://www.isca-archive.org/interspeech_2017/jones17_interspeech.html | https://www.isca-archive.org/interspeech_2017/jones17_interspeech.pdf | 10.21437/Interspeech.2017-1552 | 219-223 | @inproceedings{jones17_interspeech,
title = {{Vowels in the Barunga Variety of North Australian Kriol}},
author = {Caroline Jones and Katherine Demuth and Weicong Li and Andre Almeida},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {219--223},
doi = {10.21437/Interspeech.201... | North Australian Kriol is an English based creole spoken widely by
Indigenous people in northern Australia in areas where the traditional
languages are endangered or no longer spoken. This paper offers the
first acoustic description of the vowel phonology of Roper Kriol, within
a variety spoken at Barunga Community, ea... | null | null |
dutta17_interspeech | Nature of Contrast and Coarticulation: Evidence from Mizo Tones and Assamese Vowel Harmony | [
"Indranil Dutta",
"Irfan S.",
"Pamir Gogoi",
"Priyankoo Sarmah"
] | https://www.isca-archive.org/interspeech_2017/dutta17_interspeech.html | https://www.isca-archive.org/interspeech_2017/dutta17_interspeech.pdf | 10.21437/Interspeech.2017-1304 | 224-228 | @inproceedings{dutta17_interspeech,
title = {{Nature of Contrast and Coarticulation: Evidence from Mizo Tones and Assamese Vowel Harmony}},
author = {Indranil Dutta and Irfan S. and Pamir Gogoi and Priyankoo Sarmah},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {224--228},
doi ... | Tonal coarticulation is universally found to be greater in extent in
the carryover direction compared to the anticipatory direction ([1],
[2], [3], [4], [5]) leading to assimilatory processes. In general,
carryover coarticulation has been understood to be due to intertio-mechanical
forces, and, anticipatory effects are... | null | null |
cabral17_interspeech | The Influence of Synthetic Voice on the Evaluation of a Virtual Character | [
"João Paulo Cabral",
"Benjamin R. Cowan",
"Katja Zibrek",
"Rachel McDonnell"
] | https://www.isca-archive.org/interspeech_2017/cabral17_interspeech.html | https://www.isca-archive.org/interspeech_2017/cabral17_interspeech.pdf | 10.21437/Interspeech.2017-325 | 229-233 | @inproceedings{cabral17_interspeech,
title = {{The Influence of Synthetic Voice on the Evaluation of a Virtual Character}},
author = {João Paulo Cabral and Benjamin R. Cowan and Katja Zibrek and Rachel McDonnell},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {229--233},
doi ... | Graphical realism and the naturalness of the voice used are important
aspects to consider when designing a virtual agent or character. In
this work, we evaluate how synthetic speech impacts people’s
perceptions of a rendered virtual character. Using a controlled experiment,
we focus on the role that speech, in particul... | null | null |
gully17_interspeech | Articulatory Text-to-Speech Synthesis Using the Digital Waveguide Mesh Driven by a Deep Neural Network | [
"Amelia J. Gully",
"Takenori Yoshimura",
"Damian T. Murphy",
"Kei Hashimoto",
"Yoshihiko Nankaku",
"Keiichi Tokuda"
] | https://www.isca-archive.org/interspeech_2017/gully17_interspeech.html | https://www.isca-archive.org/interspeech_2017/gully17_interspeech.pdf | 10.21437/Interspeech.2017-900 | 234-238 | @inproceedings{gully17_interspeech,
title = {{Articulatory Text-to-Speech Synthesis Using the Digital Waveguide Mesh Driven by a Deep Neural Network}},
author = {Amelia J. Gully and Takenori Yoshimura and Damian T. Murphy and Kei Hashimoto and Yoshihiko Nankaku and Keiichi Tokuda},
year = {2017},
bo... | Following recent advances in direct modeling of the speech waveform
using a deep neural network, we propose a novel method that directly
estimates a physical model of the vocal tract from the speech waveform,
rather than magnetic resonance imaging data. This provides a clear
relationship between the model and the size ... | null | null |
maguer17_interspeech | An HMM/DNN Comparison for Synchronized Text-to-Speech and Tongue Motion Synthesis | [
"Sébastien Le Maguer",
"Ingmar Steiner",
"Alexander Hewer"
] | https://www.isca-archive.org/interspeech_2017/maguer17_interspeech.html | https://www.isca-archive.org/interspeech_2017/maguer17_interspeech.pdf | 10.21437/Interspeech.2017-936 | 239-243 | @inproceedings{maguer17_interspeech,
title = {{An HMM/DNN Comparison for Synchronized Text-to-Speech and Tongue Motion Synthesis}},
author = {Sébastien Le Maguer and Ingmar Steiner and Alexander Hewer},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {239--243},
doi = {10.214... | We present an end-to-end text-to-speech (TTS) synthesis system that
generates audio and synchronized tongue motion directly from text.
This is achieved by adapting a statistical shape space model of the
tongue surface to an articulatory speech corpus and training a speech
synthesis system directly on the tongue model p... | 1612.09352 | title_judge |
alexander17_interspeech | VCV Synthesis Using Task Dynamics to Animate a Factor-Based Articulatory Model | [
"Rachel Alexander",
"Tanner Sorensen",
"Asterios Toutios",
"Shrikanth S. Narayanan"
] | https://www.isca-archive.org/interspeech_2017/alexander17_interspeech.html | https://www.isca-archive.org/interspeech_2017/alexander17_interspeech.pdf | 10.21437/Interspeech.2017-1410 | 244-248 | @inproceedings{alexander17_interspeech,
title = {{VCV Synthesis Using Task Dynamics to Animate a Factor-Based Articulatory Model}},
author = {Rachel Alexander and Tanner Sorensen and Asterios Toutios and Shrikanth S. Narayanan},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {244--24... | This paper presents an initial architecture for articulatory synthesis
which combines a dynamical system for the control of vocal tract shaping
with a novel MATLAB implementation of an articulatory synthesizer.
The dynamical system controls a speaker-specific vocal tract model
derived by factor analysis of mid-sagittal... | null | null |
mendelson17_interspeech | Beyond the Listening Test: An Interactive Approach to TTS Evaluation | [
"Joseph Mendelson",
"Matthew P. Aylett"
] | https://www.isca-archive.org/interspeech_2017/mendelson17_interspeech.html | https://www.isca-archive.org/interspeech_2017/mendelson17_interspeech.pdf | 10.21437/Interspeech.2017-1438 | 249-253 | @inproceedings{mendelson17_interspeech,
title = {{Beyond the Listening Test: An Interactive Approach to TTS Evaluation}},
author = {Joseph Mendelson and Matthew P. Aylett},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {249--253},
doi = {10.21437/Interspeech.2017-1438},
is... | Traditionally, subjective text-to-speech (TTS) evaluation is performed
through audio-only listening tests, where participants evaluate unrelated,
context-free utterances. The ecological validity of these tests is
questionable, as they do not represent real-world end-use scenarios.
In this paper, we examine a novel appr... | null | null |
cao17_interspeech | Integrating Articulatory Information in Deep Learning-Based Text-to-Speech Synthesis | [
"Beiming Cao",
"Myungjong Kim",
"Jan van Santen",
"Ted Mau",
"Jun Wang"
] | https://www.isca-archive.org/interspeech_2017/cao17_interspeech.html | https://www.isca-archive.org/interspeech_2017/cao17_interspeech.pdf | 10.21437/Interspeech.2017-1762 | 254-258 | @inproceedings{cao17_interspeech,
title = {{Integrating Articulatory Information in Deep Learning-Based Text-to-Speech Synthesis}},
author = {Beiming Cao and Myungjong Kim and Jan van Santen and Ted Mau and Jun Wang},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {254--258},
doi ... | Articulatory information has been shown to be effective in improving
the performance of hidden Markov model (HMM)-based text-to-speech (TTS)
synthesis. Recently, deep learning-based TTS has outperformed HMM-based
approaches. However, articulatory information has rarely been integrated
in deep learning-based TTS. This p... | null | null |
ma17b_interspeech | Approaches for Neural-Network Language Model Adaptation | [
"Min Ma",
"Michael Nirschl",
"Fadi Biadsy",
"Shankar Kumar"
] | https://www.isca-archive.org/interspeech_2017/ma17b_interspeech.html | https://www.isca-archive.org/interspeech_2017/ma17b_interspeech.pdf | 10.21437/Interspeech.2017-1310 | 259-263 | @inproceedings{ma17b_interspeech,
title = {{Approaches for Neural-Network Language Model Adaptation}},
author = {Min Ma and Michael Nirschl and Fadi Biadsy and Shankar Kumar},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {259--263},
doi = {10.21437/Interspeech.2017-1310},
... | Language Models (LMs) for Automatic Speech Recognition (ASR) are typically
trained on large text corpora from news articles, books and web documents.
These types of corpora, however, are unlikely to match the test distribution
of ASR systems, which expect spoken utterances. Therefore, the LM is
typically adapted to a s... | null | null |
oualil17_interspeech | A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models | [
"Youssef Oualil",
"Dietrich Klakow"
] | https://www.isca-archive.org/interspeech_2017/oualil17_interspeech.html | https://www.isca-archive.org/interspeech_2017/oualil17_interspeech.pdf | 10.21437/Interspeech.2017-818 | 264-268 | @inproceedings{oualil17_interspeech,
title = {{A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models}},
author = {Youssef Oualil and Dietrich Klakow},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {264--268},
doi = {10.21437/Interspeech.... | Training large vocabulary Neural Network Language Models (NNLMs) is
a difficult task due to the explicit requirement of the output layer
normalization, which typically involves the evaluation of the full
softmax function over the complete vocabulary. This paper proposes
a Batch Noise Contrastive Estimation (B-NCE) appr... | 1708.05997 | title_snapshot |
chen17b_interspeech | Investigating Bidirectional Recurrent Neural Network Language Models for Speech Recognition | [
"X. Chen",
"A. Ragni",
"X. Liu",
"Mark J.F. Gales"
] | https://www.isca-archive.org/interspeech_2017/chen17b_interspeech.html | https://www.isca-archive.org/interspeech_2017/chen17b_interspeech.pdf | 10.21437/Interspeech.2017-513 | 269-273 | @inproceedings{chen17b_interspeech,
title = {{Investigating Bidirectional Recurrent Neural Network Language Models for Speech Recognition}},
author = {X. Chen and A. Ragni and X. Liu and Mark J.F. Gales},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {269--273},
doi = {10.21... | Recurrent neural network language models (RNNLMs) are powerful language
modeling techniques. Significant performance improvements have been
reported in a range of tasks including speech recognition compared
to n-gram language models. Conventional n-gram and neural network language
models are trained to predict the prob... | null | null |
huang17b_interspeech | Fast Neural Network Language Model Lookups at N-Gram Speeds | [
"Yinghui Huang",
"Abhinav Sethy",
"Bhuvana Ramabhadran"
] | https://www.isca-archive.org/interspeech_2017/huang17b_interspeech.html | https://www.isca-archive.org/interspeech_2017/huang17b_interspeech.pdf | 10.21437/Interspeech.2017-564 | 274-278 | @inproceedings{huang17b_interspeech,
title = {{Fast Neural Network Language Model Lookups at N-Gram Speeds}},
author = {Yinghui Huang and Abhinav Sethy and Bhuvana Ramabhadran},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {274--278},
doi = {10.21437/Interspeech.2017-564},
... | Feed forward Neural Network Language Models (NNLM) have shown consistent
gains over backoff word n-gram models in a variety of tasks. However,
backoff n-gram models still remain dominant in applications with real
time decoding requirements as word probabilities can be computed orders
of magnitude faster than the NNLM. ... | null | null |
kurata17_interspeech | Empirical Exploration of Novel Architectures and Objectives for Language Models | [
"Gakuto Kurata",
"Abhinav Sethy",
"Bhuvana Ramabhadran",
"George Saon"
] | https://www.isca-archive.org/interspeech_2017/kurata17_interspeech.html | https://www.isca-archive.org/interspeech_2017/kurata17_interspeech.pdf | 10.21437/Interspeech.2017-723 | 279-283 | @inproceedings{kurata17_interspeech,
title = {{Empirical Exploration of Novel Architectures and Objectives for Language Models}},
author = {Gakuto Kurata and Abhinav Sethy and Bhuvana Ramabhadran and George Saon},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {279--283},
doi ... | While recurrent neural network language models based on Long Short
Term Memory (LSTM) have shown good gains in many automatic speech recognition
tasks, Convolutional Neural Network (CNN) language models are relatively
new and have not been studied in-depth. In this paper we present an
empirical comparison of LSTM and C... | null | null |
benes17_interspeech | Residual Memory Networks in Language Modeling: Improving the Reputation of Feed-Forward Networks | [
"Karel Beneš",
"Murali Karthick Baskar",
"Lukáš Burget"
] | https://www.isca-archive.org/interspeech_2017/benes17_interspeech.html | https://www.isca-archive.org/interspeech_2017/benes17_interspeech.pdf | 10.21437/Interspeech.2017-1442 | 284-288 | @inproceedings{benes17_interspeech,
title = {{Residual Memory Networks in Language Modeling: Improving the Reputation of Feed-Forward Networks}},
author = {Karel Beneš and Murali Karthick Baskar and Lukáš Burget},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {284--288},
doi ... | We introduce the Residual Memory Network (RMN) architecture to language
modeling. RMN is an architecture of feed-forward neural networks that
incorporates residual connections and time-delay connections that allow
us to naturally incorporate information from a substantial time context.
As this is the first time RMNs ar... | null | null |
poorjam17_interspeech | Dominant Distortion Classification for Pre-Processing of Vowels in Remote Biomedical Voice Analysis | [
"Amir Hossein Poorjam",
"Jesper Rindom Jensen",
"Max A. Little",
"Mads Græsbøll Christensen"
] | https://www.isca-archive.org/interspeech_2017/poorjam17_interspeech.html | https://www.isca-archive.org/interspeech_2017/poorjam17_interspeech.pdf | 10.21437/Interspeech.2017-378 | 289-293 | @inproceedings{poorjam17_interspeech,
title = {{Dominant Distortion Classification for Pre-Processing of Vowels in Remote Biomedical Voice Analysis}},
author = {Amir Hossein Poorjam and Jesper Rindom Jensen and Max A. Little and Mads Græsbøll Christensen},
year = {2017},
booktitle = {{Interspeech ... | Advances in speech signal analysis facilitate the development of techniques
for remote biomedical voice assessment. However, the performance of
these techniques is affected by noise and distortion in signals. In
this paper, we focus on the vowel /a/ as the most widely-used voice
signal for pathological voice assessment... | null | null |
le17_interspeech | Automatic Paraphasia Detection from Aphasic Speech: A Preliminary Study | [
"Duc Le",
"Keli Licata",
"Emily Mower Provost"
] | https://www.isca-archive.org/interspeech_2017/le17_interspeech.html | https://www.isca-archive.org/interspeech_2017/le17_interspeech.pdf | 10.21437/Interspeech.2017-626 | 294-298 | @inproceedings{le17_interspeech,
title = {{Automatic Paraphasia Detection from Aphasic Speech: A Preliminary Study}},
author = {Duc Le and Keli Licata and Emily Mower Provost},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {294--298},
doi = {10.21437/Interspeech.2017-626},
... | Aphasia is an acquired language disorder resulting from brain damage
that can cause significant communication difficulties. Aphasic speech
is often characterized by errors known as paraphasias, the analysis
of which can be used to determine an appropriate course of treatment
and to track an individual’s recovery progre... | null | null |
garcia17_interspeech | Evaluation of the Neurological State of People with Parkinson’s Disease Using i-Vectors | [
"N. Garcia",
"Juan Rafael Orozco-Arroyave",
"L.F. DâHaro",
"Najim Dehak",
"Elmar Nöth"
] | https://www.isca-archive.org/interspeech_2017/garcia17_interspeech.html | https://www.isca-archive.org/interspeech_2017/garcia17_interspeech.pdf | 10.21437/Interspeech.2017-819 | 299-303 | @inproceedings{garcia17_interspeech,
title = {{Evaluation of the Neurological State of People with Parkinson’s Disease Using i-Vectors}},
author = {N. Garcia and Juan Rafael Orozco-Arroyave and L.F. DâHaro and Najim Dehak and Elmar Nöth},
year = {2017},
booktitle = {{Interspeech 2017}},
pages ... | The i-vector approach is used to model the speech of PD patients with
the aim of assessing their condition. Features related to the articulation,
phonation, and prosody dimensions of speech were used to train different
i-vector extractors. Each i-vector extractor is trained using utterances
from both PD patients and he... | null | null |
chien17_interspeech | Objective Severity Assessment from Disordered Voice Using Estimated Glottal Airflow | [
"Yu-Ren Chien",
"Michal Borský",
"Jón Guðnason"
] | https://www.isca-archive.org/interspeech_2017/chien17_interspeech.html | https://www.isca-archive.org/interspeech_2017/chien17_interspeech.pdf | 10.21437/Interspeech.2017-138 | 304-308 | @inproceedings{chien17_interspeech,
title = {{Objective Severity Assessment from Disordered Voice Using Estimated Glottal Airflow}},
author = {Yu-Ren Chien and Michal Borský and Jón Guðnason},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {304--308},
doi = {10.21437/Inter... | In clinical practice, the severity of disordered voice is typically
rated by a professional with auditory-perceptual judgment. The present
study aims to automate this assessment procedure, in an attempt to
make the assessment objective and less labor-intensive. In the automated
analysis, glottal airflow is estimated fr... | null | null |
pokorny17_interspeech | Earlier Identification of Children with Autism Spectrum Disorder: An Automatic Vocalisation-Based Approach | [
"Florian B. Pokorny",
"Björn Schuller",
"Peter B. Marschik",
"Raymond Brueckner",
"Pär Nyström",
"Nicholas Cummins",
"Sven Bölte",
"Christa Einspieler",
"Terje Falck-Ytter"
] | https://www.isca-archive.org/interspeech_2017/pokorny17_interspeech.html | https://www.isca-archive.org/interspeech_2017/pokorny17_interspeech.pdf | 10.21437/Interspeech.2017-1007 | 309-313 | @inproceedings{pokorny17_interspeech,
title = {{Earlier Identification of Children with Autism Spectrum Disorder: An Automatic Vocalisation-Based Approach}},
author = {Florian B. Pokorny and Björn Schuller and Peter B. Marschik and Raymond Brueckner and Pär Nyström and Nicholas Cummins and Sven Bölte and... | Autism spectrum disorder (ASD) is a neurodevelopmental disorder usually
diagnosed in or beyond toddlerhood. ASD is defined by repetitive and
restricted behaviours, and deficits in social communication. The early
speech-language development of individuals with ASD has been characterised
as delayed. However, little is kn... | null | null |
vasquezcorrea17_interspeech | Convolutional Neural Network to Model Articulation Impairments in Patients with Parkinson’s Disease | [
"J.C. Vásquez-Correa",
"Juan Rafael Orozco-Arroyave",
"Elmar Nöth"
] | https://www.isca-archive.org/interspeech_2017/vasquezcorrea17_interspeech.html | https://www.isca-archive.org/interspeech_2017/vasquezcorrea17_interspeech.pdf | 10.21437/Interspeech.2017-1078 | 314-318 | @inproceedings{vasquezcorrea17_interspeech,
title = {{Convolutional Neural Network to Model Articulation Impairments in Patients with Parkinson’s Disease}},
author = {J.C. Vásquez-Correa and Juan Rafael Orozco-Arroyave and Elmar Nöth},
year = {2017},
booktitle = {{Interspeech 2017}},
pages =... | Speech impairments are one of the earliest manifestations in patients
with Parkinson’s disease. Particularly, articulation deficits
related to the capability of the speaker to start/stop the vibration
of the vocal folds have been observed in the patients. Those difficulties
can be assessed by modeling the transitions b... | null | null |
bai17_interspeech | Phone Classification Using a Non-Linear Manifold with Broad Phone Class Dependent DNNs | [
"Linxue Bai",
"Peter JanÄoviÄ",
"Martin Russell",
"Philip Weber",
"Steve Houghton"
] | https://www.isca-archive.org/interspeech_2017/bai17_interspeech.html | https://www.isca-archive.org/interspeech_2017/bai17_interspeech.pdf | 10.21437/Interspeech.2017-1179 | 319-323 | @inproceedings{bai17_interspeech,
title = {{Phone Classification Using a Non-Linear Manifold with Broad Phone Class Dependent DNNs}},
author = {Linxue Bai and Peter JanÄoviÄ and Martin Russell and Philip Weber and Steve Houghton},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {319... | Most state-of-the-art automatic speech recognition (ASR) systems use
a single deep neural network (DNN) to map the acoustic space to the
decision space. However, different phonetic classes employ different
production mechanisms and are best described by different types of
features. Hence it may be advantageous to repla... | null | null |
chen17c_interspeech | An Investigation of Crowd Speech for Room Occupancy Estimation | [
"Siyuan Chen",
"Julien Epps",
"Eliathamby Ambikairajah",
"Phu Ngoc Le"
] | https://www.isca-archive.org/interspeech_2017/chen17c_interspeech.html | https://www.isca-archive.org/interspeech_2017/chen17c_interspeech.pdf | 10.21437/Interspeech.2017-70 | 324-328 | @inproceedings{chen17c_interspeech,
title = {{An Investigation of Crowd Speech for Room Occupancy Estimation}},
author = {Siyuan Chen and Julien Epps and Eliathamby Ambikairajah and Phu Ngoc Le},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {324--328},
doi = {10.21437/Inter... | Room occupancy estimation technology has been shown to reduce building
energy cost significantly. However speech-based occupancy estimation
has not been well explored. In this paper, we investigate energy mode
and babble speaker count methods for estimating both small and large
crowds in a party-mode room setting. We a... | null | null |
vijayan17_interspeech | Time-Frequency Coherence for Periodic-Aperiodic Decomposition of Speech Signals | [
"Karthika Vijayan",
"Jitendra Kumar Dhiman",
"Chandra Sekhar Seelamantula"
] | https://www.isca-archive.org/interspeech_2017/vijayan17_interspeech.html | https://www.isca-archive.org/interspeech_2017/vijayan17_interspeech.pdf | 10.21437/Interspeech.2017-726 | 329-333 | @inproceedings{vijayan17_interspeech,
title = {{Time-Frequency Coherence for Periodic-Aperiodic Decomposition of Speech Signals}},
author = {Karthika Vijayan and Jitendra Kumar Dhiman and Chandra Sekhar Seelamantula},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {329--333},
doi ... | Decomposing speech signals into periodic and aperiodic components is
an important task, finding applications in speech synthesis, coding,
denoising, etc. In this paper, we construct a time-frequency coherence
function to analyze spectro-temporal signatures of speech signals for
distinguishing between deterministic and ... | null | null |
meireles17_interspeech | Musical Speech: A New Methodology for Transcribing Speech Prosody | [
"Alexsandro R. Meireles",
"Antônio R.M. Simões",
"Antonio Celso Ribeiro",
"Beatriz Raposo de Medeiros"
] | https://www.isca-archive.org/interspeech_2017/meireles17_interspeech.html | https://www.isca-archive.org/interspeech_2017/meireles17_interspeech.pdf | 10.21437/Interspeech.2017-316 | 334-338 | @inproceedings{meireles17_interspeech,
title = {{Musical Speech: A New Methodology for Transcribing Speech Prosody}},
author = {Alexsandro R. Meireles and Antônio R.M. Simões and Antonio Celso Ribeiro and Beatriz Raposo de Medeiros},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {... | Musical Speech is a new methodology for transcribing speech prosody
using musical notation. The methodology presented in this paper is
an updated version of our work [12]. Our work is situated in a historical
context with a brief survey of the literature of speech melodies, in
which we highlight the pioneering works of... | null | null |
nataraj17_interspeech | Estimation of Place of Articulation of Fricatives from Spectral Characteristics for Speech Training | [
"K.S. Nataraj",
"Prem C. Pandey",
"Hirak Dasgupta"
] | https://www.isca-archive.org/interspeech_2017/nataraj17_interspeech.html | https://www.isca-archive.org/interspeech_2017/nataraj17_interspeech.pdf | 10.21437/Interspeech.2017-1074 | 339-343 | @inproceedings{nataraj17_interspeech,
title = {{Estimation of Place of Articulation of Fricatives from Spectral Characteristics for Speech Training}},
author = {K.S. Nataraj and Prem C. Pandey and Hirak Dasgupta},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {339--343},
doi ... | A visual feedback of the place of articulation is considered to be
useful for speech training aids for hearing-impaired children and for
learners of second languages in helping them in improving pronunciation.
For such applications, the relation between place of articulation of
fricatives and their spectral characteris... | null | null |
backstrom17_interspeech | Estimation of the Probability Distribution of Spectral Fine Structure in the Speech Source | [
"Tom Bäckström"
] | https://www.isca-archive.org/interspeech_2017/backstrom17_interspeech.html | https://www.isca-archive.org/interspeech_2017/backstrom17_interspeech.pdf | 10.21437/Interspeech.2017-389 | 344-348 | @inproceedings{backstrom17_interspeech,
title = {{Estimation of the Probability Distribution of Spectral Fine Structure in the Speech Source}},
author = {Tom Bäckström},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {344--348},
doi = {10.21437/Interspeech.2017-389},
issn... | The efficiency of many speech processing methods rely on accurate modeling
of the distribution of the signal spectrum and a majority of prior
works suggest that the spectral components follow the Laplace distribution.
To improve the probability distribution models based on our knowledge
of speech source modeling, we ar... | null | null |
ghosh17_interspeech | End-to-End Acoustic Feedback in Language Learning for Correcting Devoiced French Final-Fricatives | [
"Sucheta Ghosh",
"Camille Fauth",
"Yves Laprie",
"Aghilas Sini"
] | https://www.isca-archive.org/interspeech_2017/ghosh17_interspeech.html | https://www.isca-archive.org/interspeech_2017/ghosh17_interspeech.pdf | 10.21437/Interspeech.2017-1031 | 349-353 | @inproceedings{ghosh17_interspeech,
title = {{End-to-End Acoustic Feedback in Language Learning for Correcting Devoiced French Final-Fricatives}},
author = {Sucheta Ghosh and Camille Fauth and Yves Laprie and Aghilas Sini},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {349--353},
... | This work aims at providing an end-to-end acoustic feedback framework
to help learners of French to pronounce voiced fricatives. A classifier
ensemble detects voiced/unvoiced utterances, then a correction method
is proposed to improve the perception and production of voiced fricatives
in a word-final position. Realizat... | null | null |
jacewicz17_interspeech | Dialect Perception by Older Children | [
"Ewa Jacewicz",
"Robert A. Fox"
] | https://www.isca-archive.org/interspeech_2017/jacewicz17_interspeech.html | https://www.isca-archive.org/interspeech_2017/jacewicz17_interspeech.pdf | 10.21437/Interspeech.2017-18 | 354-358 | @inproceedings{jacewicz17_interspeech,
title = {{Dialect Perception by Older Children}},
author = {Ewa Jacewicz and Robert A. Fox},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {354--358},
doi = {10.21437/Interspeech.2017-18},
issn = {2958-1796},
} | The acquisition of regional dialect variation is an inherent part of
the language learning process that takes place in the specific environments
in which the child participates. This study examined dialect perception
by 9–12-year-olds who grew up in two very diverse dialect regions
in the United States, Western North C... | null | null |
yoneyama17_interspeech | Perception of Non-Contrastive Variations in American English by Japanese Learners: Flaps are Less Favored Than Stops | [
"Kiyoko Yoneyama",
"Mafuyu Kitahara",
"Keiichi Tajima"
] | https://www.isca-archive.org/interspeech_2017/yoneyama17_interspeech.html | https://www.isca-archive.org/interspeech_2017/yoneyama17_interspeech.pdf | 10.21437/Interspeech.2017-207 | 359-363 | @inproceedings{yoneyama17_interspeech,
title = {{Perception of Non-Contrastive Variations in American English by Japanese Learners: Flaps are Less Favored Than Stops}},
author = {Kiyoko Yoneyama and Mafuyu Kitahara and Keiichi Tajima},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {... | Alveolar flaps are non-contrastive allophonic variants of alveolar
stops in American English. A lexical decision experiment was conducted
with Japanese learners of English (JE) to investigate whether second-language
(L2) learners are sensitive to such allophonic variations when recognizing
words in L2. The stimuli cons... | null | null |
maastricht17_interspeech | L1 Perceptions of L2 Prosody: The Interplay Between Intonation, Rhythm, and Speech Rate and Their Contribution to Accentedness and Comprehensibility | [
"Lieke van Maastricht",
"Tim Zee",
"Emiel Krahmer",
"Marc Swerts"
] | https://www.isca-archive.org/interspeech_2017/maastricht17_interspeech.html | https://www.isca-archive.org/interspeech_2017/maastricht17_interspeech.pdf | 10.21437/Interspeech.2017-1150 | 364-368 | @inproceedings{maastricht17_interspeech,
title = {{L1 Perceptions of L2 Prosody: The Interplay Between Intonation, Rhythm, and Speech Rate and Their Contribution to Accentedness and Comprehensibility}},
author = {Lieke van Maastricht and Tim Zee and Emiel Krahmer and Marc Swerts},
year = {2017},
boo... | This study investigates the cumulative effect of (non-)native intonation,
rhythm, and speech rate in utterances produced by Spanish learners
of Dutch on Dutch native listeners’ perceptions. In order to
assess the relative contribution of these language-specific properties
to perceived accentedness and comprehensibility... | null | null |
takiguchi17_interspeech | Effects of Pitch Fall and L1 on Vowel Length Identification in L2 Japanese | [
"Izumi Takiguchi"
] | https://www.isca-archive.org/interspeech_2017/takiguchi17_interspeech.html | https://www.isca-archive.org/interspeech_2017/takiguchi17_interspeech.pdf | 10.21437/Interspeech.2017-763 | 369-373 | @inproceedings{takiguchi17_interspeech,
title = {{Effects of Pitch Fall and L1 on Vowel Length Identification in L2 Japanese}},
author = {Izumi Takiguchi},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {369--373},
doi = {10.21437/Interspeech.2017-763},
issn = {2958-17... | This study investigated whether and how the role of pitch fall in the
first language (L1) interacts with its use as a cue for Japanese phonological
vowel length in the second language (L2). Native listeners of Japanese
(NJ) and L2 learners of Japanese with L1 backgrounds in Mandarin Chinese
(NC), Seoul Korean (NK), Ame... | null | null |
zhang17_interspeech | A Preliminary Study of Prosodic Disambiguation by Chinese EFL Learners | [
"Yuanyuan Zhang",
"Hongwei Ding"
] | https://www.isca-archive.org/interspeech_2017/zhang17_interspeech.html | https://www.isca-archive.org/interspeech_2017/zhang17_interspeech.pdf | 10.21437/Interspeech.2017-1210 | 374-378 | @inproceedings{zhang17_interspeech,
title = {{A Preliminary Study of Prosodic Disambiguation by Chinese EFL Learners}},
author = {Yuanyuan Zhang and Hongwei Ding},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {374--378},
doi = {10.21437/Interspeech.2017-1210},
issn =... | This study investigated whether Chinese learners of English as a foreign
language (EFL learners hereafter) could use prosodic cues to resolve
syntactically ambiguous sentences in English. 8 sentences with 3 types
of syntactic ambiguity were adopted. They were far/near PP attachment,
left/right word attachment and wide/... | null | null |
kim17_interspeech | Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home | [
"Chanwoo Kim",
"Ananya Misra",
"Kean Chin",
"Thad Hughes",
"Arun Narayanan",
"Tara N. Sainath",
"Michiel Bacchiani"
] | https://www.isca-archive.org/interspeech_2017/kim17_interspeech.html | https://www.isca-archive.org/interspeech_2017/kim17_interspeech.pdf | 10.21437/Interspeech.2017-1510 | 379-383 | @inproceedings{kim17_interspeech,
title = {{Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home}},
author = {Chanwoo Kim and Ananya Misra and Kean Chin and Thad Hughes and Arun Narayanan and Tara N. Sainath and Michiel ... | We describe the structure and application of an acoustic room simulator
to generate large-scale simulated data for training deep neural networks
for far-field speech recognition. The system simulates millions of
different room dimensions, a wide distribution of reverberation time
and signal-to-noise ratios, and a range... | null | null |
kinoshita17_interspeech | Neural Network-Based Spectrum Estimation for Online WPE Dereverberation | [
"Keisuke Kinoshita",
"Marc Delcroix",
"Haeyong Kwon",
"Takuma Mori",
"Tomohiro Nakatani"
] | https://www.isca-archive.org/interspeech_2017/kinoshita17_interspeech.html | https://www.isca-archive.org/interspeech_2017/kinoshita17_interspeech.pdf | 10.21437/Interspeech.2017-733 | 384-388 | @inproceedings{kinoshita17_interspeech,
title = {{Neural Network-Based Spectrum Estimation for Online WPE Dereverberation}},
author = {Keisuke Kinoshita and Marc Delcroix and Haeyong Kwon and Takuma Mori and Tomohiro Nakatani},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {384--388... | In this paper, we propose a novel speech dereverberation framework
that utilizes deep neural network (DNN)-based spectrum estimation to
construct linear inverse filters. The proposed dereverberation framework
is based on the state-of-the-art inverse filter estimation algorithm
called weighted prediction error (WPE) alg... | null | null |
ichikawa17_interspeech | Factorial Modeling for Effective Suppression of Directional Noise | [
"Osamu Ichikawa",
"Takashi Fukuda",
"Gakuto Kurata",
"Steven J. Rennie"
] | https://www.isca-archive.org/interspeech_2017/ichikawa17_interspeech.html | https://www.isca-archive.org/interspeech_2017/ichikawa17_interspeech.pdf | 10.21437/Interspeech.2017-852 | 389-393 | @inproceedings{ichikawa17_interspeech,
title = {{Factorial Modeling for Effective Suppression of Directional Noise}},
author = {Osamu Ichikawa and Takashi Fukuda and Gakuto Kurata and Steven J. Rennie},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {389--393},
doi = {10.2143... | The assumed scenario is transcription of a face-to-face conversation,
such as in the financial industry when an agent and a customer talk
over a desk with microphones placed between the speakers and then it
is transcribed. From the automatic speech recognition (ASR) perspective,
one of the speakers is the target speake... | null | null |
tu17_interspeech | On Design of Robust Deep Models for CHiME-4 Multi-Channel Speech Recognition with Multiple Configurations of Array Microphones | [
"Yan-Hui Tu",
"Jun Du",
"Lei Sun",
"Feng Ma",
"Chin-Hui Lee"
] | https://www.isca-archive.org/interspeech_2017/tu17_interspeech.html | https://www.isca-archive.org/interspeech_2017/tu17_interspeech.pdf | 10.21437/Interspeech.2017-853 | 394-398 | @inproceedings{tu17_interspeech,
title = {{On Design of Robust Deep Models for CHiME-4 Multi-Channel Speech Recognition with Multiple Configurations of Array Microphones}},
author = {Yan-Hui Tu and Jun Du and Lei Sun and Feng Ma and Chin-Hui Lee},
year = {2017},
booktitle = {{Interspeech 2017}},
p... | We design a novel deep learning framework for multi-channel speech
recognition in two aspects. First, for the front-end, an iterative
mask estimation (IME) approach based on deep learning is presented
to improve the beamforming approach based on the conventional complex
Gaussian mixture model (CGMM). Second, for the ba... | null | null |
li17c_interspeech | Acoustic Modeling for Google Home | [
"Bo Li",
"Tara N. Sainath",
"Arun Narayanan",
"Joe Caroselli",
"Michiel Bacchiani",
"Ananya Misra",
"Izhak Shafran",
"HaÅim Sak",
"Golan Pundak",
"Kean Chin",
"Khe Chai Sim",
"Ron J. Weiss",
"Kevin W. Wilson",
"Ehsan Variani",
"Chanwoo Kim",
"Olivier Siohan",
"Mitchel Weintraub",
... | https://www.isca-archive.org/interspeech_2017/li17c_interspeech.html | https://www.isca-archive.org/interspeech_2017/li17c_interspeech.pdf | 10.21437/Interspeech.2017-234 | 399-403 | @inproceedings{li17c_interspeech,
title = {{Acoustic Modeling for Google Home}},
author = {Bo Li and Tara N. Sainath and Arun Narayanan and Joe Caroselli and Michiel Bacchiani and Ananya Misra and Izhak Shafran and HaÅim Sak and Golan Pundak and Kean Chin and Khe Chai Sim and Ron J. Weiss and Kevin W. Wilso... | This paper describes the technical and system building advances made
to the Google Home multichannel speech recognition system, which was
launched in November 2016. Technical advances include an adaptive dereverberation
frontend, the use of neural network models that do multichannel processing
jointly with acoustic mod... | null | null |
mirsamadi17_interspeech | On Multi-Domain Training and Adaptation of End-to-End RNN Acoustic Models for Distant Speech Recognition | [
"Seyedmahdad Mirsamadi",
"John H.L. Hansen"
] | https://www.isca-archive.org/interspeech_2017/mirsamadi17_interspeech.html | https://www.isca-archive.org/interspeech_2017/mirsamadi17_interspeech.pdf | 10.21437/Interspeech.2017-398 | 404-408 | @inproceedings{mirsamadi17_interspeech,
title = {{On Multi-Domain Training and Adaptation of End-to-End RNN Acoustic Models for Distant Speech Recognition}},
author = {Seyedmahdad Mirsamadi and John H.L. Hansen},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {404--408},
doi ... | Recognition of distant (far-field) speech is a challenge for ASR due
to mismatch in recording conditions resulting from room reverberation
and environment noise. Given the remarkable learning capacity of deep
neural networks, there is increasing interest to address this problem
by using a large corpus of reverberant fa... | null | null |
morise17_interspeech | Low-Dimensional Representation of Spectral Envelope Without Deterioration for Full-Band Speech Analysis/Synthesis System | [
"Masanori Morise",
"Genta Miyashita",
"Kenji Ozawa"
] | https://www.isca-archive.org/interspeech_2017/morise17_interspeech.html | https://www.isca-archive.org/interspeech_2017/morise17_interspeech.pdf | 10.21437/Interspeech.2017-67 | 409-413 | @inproceedings{morise17_interspeech,
title = {{Low-Dimensional Representation of Spectral Envelope Without Deterioration for Full-Band Speech Analysis/Synthesis System}},
author = {Masanori Morise and Genta Miyashita and Kenji Ozawa},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {4... | A speech coding for a full-band speech analysis/synthesis system is
described. In this work, full-band speech is defined as speech with
a sampling frequency above 40 kHz, whose Nyquist frequency covers the
audible frequency range. In prior works, speech coding has generally
focused on the narrow-band speech with a samp... | null | null |
loweimi17_interspeech | Robust Source-Filter Separation of Speech Signal in the Phase Domain | [
"Erfan Loweimi",
"Jon Barker",
"Oscar Saz Torralba",
"Thomas Hain"
] | https://www.isca-archive.org/interspeech_2017/loweimi17_interspeech.html | https://www.isca-archive.org/interspeech_2017/loweimi17_interspeech.pdf | 10.21437/Interspeech.2017-210 | 414-418 | @inproceedings{loweimi17_interspeech,
title = {{Robust Source-Filter Separation of Speech Signal in the Phase Domain}},
author = {Erfan Loweimi and Jon Barker and Oscar Saz Torralba and Thomas Hain},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {414--418},
doi = {10.21437/I... | In earlier work we proposed a framework for speech source-filter separation
that employs phase-based signal processing. This paper presents a further
theoretical investigation of the model and optimisations that make
the filter and source representations less sensitive to the effects
of noise and better matched to down... | null | null |
stone17_interspeech | A Time-Warping Pitch Tracking Algorithm Considering Fast f Changes | [
"Simon Stone",
"Peter Steiner",
"Peter Birkholz"
] | https://www.isca-archive.org/interspeech_2017/stone17_interspeech.html | https://www.isca-archive.org/interspeech_2017/stone17_interspeech.pdf | 10.21437/Interspeech.2017-382 | 419-423 | @inproceedings{stone17_interspeech,
title = {{A Time-Warping Pitch Tracking Algorithm Considering Fast f0 Changes}},
author = {Simon Stone and Peter Steiner and Peter Birkholz},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {419--423},
doi = {10.21437/Interspeech.2017-382},
... | Accurately tracking the fundamental frequency (f 0 ) or pitch
in speech data is of great interest in numerous contexts. All currently
available pitch tracking algorithms perform a short-term analysis of
a speech signal to extract the f 0 under the assumption that
the pitch does not change within a single analysis frame... | null | null |
kawahara17_interspeech | A Modulation Property of Time-Frequency Derivatives of Filtered Phase and its Application to Aperiodicity and f Estimation | [
"Hideki Kawahara",
"Ken-Ichi Sakakibara",
"Masanori Morise",
"Hideki Banno",
"Tomoki Toda"
] | https://www.isca-archive.org/interspeech_2017/kawahara17_interspeech.html | https://www.isca-archive.org/interspeech_2017/kawahara17_interspeech.pdf | 10.21437/Interspeech.2017-436 | 424-428 | @inproceedings{kawahara17_interspeech,
title = {{A Modulation Property of Time-Frequency Derivatives of Filtered Phase and its Application to Aperiodicity and fo Estimation}},
author = {Hideki Kawahara and Ken-Ichi Sakakibara and Masanori Morise and Hideki Banno and Tomoki Toda},
year = {2017},
book... | We introduce a simple and linear SNR (strictly speaking, periodic to
random power ratio) estimator (0 dB to 80 dB without additional calibration/linearization)
for providing reliable descriptions of aperiodicity in speech corpus.
The main idea of this method is to estimate the background random noise
level without dire... | 1706.02964 | title_judge |
kumar17_interspeech | Non-Local Estimation of Speech Signal for Vowel Onset Point Detection in Varied Environments | [
"Avinash Kumar",
"S. Shahnawazuddin",
"Gayadhar Pradhan"
] | https://www.isca-archive.org/interspeech_2017/kumar17_interspeech.html | https://www.isca-archive.org/interspeech_2017/kumar17_interspeech.pdf | 10.21437/Interspeech.2017-624 | 429-433 | @inproceedings{kumar17_interspeech,
title = {{Non-Local Estimation of Speech Signal for Vowel Onset Point Detection in Varied Environments}},
author = {Avinash Kumar and S. Shahnawazuddin and Gayadhar Pradhan},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {429--433},
doi = ... | Vowel onset point (VOP) is an important information extensively employed
in speech analysis and synthesis. Detecting the VOPs in a given speech
sequence, independent of the text contexts and recording environments,
is a challenging area of research. Performance of existing VOP detection
methods have not yet been extens... | null | null |
alradhi17_interspeech | Time-Domain Envelope Modulating the Noise Component of Excitation in a Continuous Residual-Based Vocoder for Statistical Parametric Speech Synthesis | [
"Mohammed Salah Al-Radhi",
"Tamás Gábor Csapó",
"Géza Németh"
] | https://www.isca-archive.org/interspeech_2017/alradhi17_interspeech.html | https://www.isca-archive.org/interspeech_2017/alradhi17_interspeech.pdf | 10.21437/Interspeech.2017-678 | 434-438 | @inproceedings{alradhi17_interspeech,
title = {{Time-Domain Envelope Modulating the Noise Component of Excitation in a Continuous Residual-Based Vocoder for Statistical Parametric Speech Synthesis}},
author = {Mohammed Salah Al-Radhi and Tamás Gábor Csapó and Géza Németh},
year = {2017},
bookti... | In this paper, we present an extension of a novel continuous residual-based
vocoder for statistical parametric speech synthesis. Previous work
has shown the advantages of adding envelope modulated noise to the
voiced excitation, but this has not been investigated yet in the context
of continuous vocoders, i.e. of which... | null | null |
wu17b_interspeech | Wavelet Speech Enhancement Based on Robust Principal Component Analysis | [
"Chia-Lung Wu",
"Hsiang-Ping Hsu",
"Syu-Siang Wang",
"Jeih-Weih Hung",
"Ying-Hui Lai",
"Hsin-Min Wang",
"Yu Tsao"
] | https://www.isca-archive.org/interspeech_2017/wu17b_interspeech.html | https://www.isca-archive.org/interspeech_2017/wu17b_interspeech.pdf | 10.21437/Interspeech.2017-781 | 439-443 | @inproceedings{wu17b_interspeech,
title = {{Wavelet Speech Enhancement Based on Robust Principal Component Analysis}},
author = {Chia-Lung Wu and Hsiang-Ping Hsu and Syu-Siang Wang and Jeih-Weih Hung and Ying-Hui Lai and Hsin-Min Wang and Yu Tsao},
year = {2017},
booktitle = {{Interspeech 2017}},
... | Most state-of-the-art speech enhancement (SE) techniques prefer to
enhance utterances in the frequency domain rather than in the time
domain. However, the overlap-add (OLA) operation in the short-time
Fourier transform (STFT) for speech signal processing possibly distorts
the signal and limits the performance of the SE... | null | null |
sharma17_interspeech | Vowel Onset Point Detection Using Sonority Information | [
"Bidisha Sharma",
"S.R. Mahadeva Prasanna"
] | https://www.isca-archive.org/interspeech_2017/sharma17_interspeech.html | https://www.isca-archive.org/interspeech_2017/sharma17_interspeech.pdf | 10.21437/Interspeech.2017-790 | 444-448 | @inproceedings{sharma17_interspeech,
title = {{Vowel Onset Point Detection Using Sonority Information}},
author = {Bidisha Sharma and S.R. Mahadeva Prasanna},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {444--448},
doi = {10.21437/Interspeech.2017-790},
issn = {2958... | Vowel onset point (VOP) refers to the starting event of a vowel, that
may be reflected in different aspects of the speech signal. The major
issue in VOP detection using existing methods is the confusion among
the vowels and other categories of sounds preceding them. This work
explores the usefulness of sonority informa... | null | null |
laine17_interspeech | Analytic Filter Bank for Speech Analysis, Feature Extraction and Perceptual Studies | [
"Unto K. Laine"
] | https://www.isca-archive.org/interspeech_2017/laine17_interspeech.html | https://www.isca-archive.org/interspeech_2017/laine17_interspeech.pdf | 10.21437/Interspeech.2017-1232 | 449-453 | @inproceedings{laine17_interspeech,
title = {{Analytic Filter Bank for Speech Analysis, Feature Extraction and Perceptual Studies}},
author = {Unto K. Laine},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {449--453},
doi = {10.21437/Interspeech.2017-1232},
issn = {295... | Speech signal consists of events in time and frequency, and therefore
its analysis with high-resolution time-frequency tools is often of
importance. Analytic filter bank provides a simple, fast, and flexible
method to construct time-frequency representations of signals. Its
parameters can be easily adapted to different... | null | null |
kroos17_interspeech | Learning the Mapping Function from Voltage Amplitudes to Sensor Positions in 3D-EMA Using Deep Neural Networks | [
"Christian Kroos",
"Mark D. Plumbley"
] | https://www.isca-archive.org/interspeech_2017/kroos17_interspeech.html | https://www.isca-archive.org/interspeech_2017/kroos17_interspeech.pdf | 10.21437/Interspeech.2017-1681 | 454-458 | @inproceedings{kroos17_interspeech,
title = {{Learning the Mapping Function from Voltage Amplitudes to Sensor Positions in 3D-EMA Using Deep Neural Networks}},
author = {Christian Kroos and Mark D. Plumbley},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {454--458},
doi = {1... | The first generation of three-dimensional Electromagnetic Articulography
devices (Carstens AG500) suffered from occasional critical tracking
failures. Although now superseded by new devices, the AG500 is still
in use in many speech labs and many valuable data sets exist. In this
study we investigate whether deep neural... | null | null |
dai17_interspeech | Multilingual i-Vector Based Statistical Modeling for Music Genre Classification | [
"Jia Dai",
"Wei Xue",
"Wenju Liu"
] | https://www.isca-archive.org/interspeech_2017/dai17_interspeech.html | https://www.isca-archive.org/interspeech_2017/dai17_interspeech.pdf | 10.21437/Interspeech.2017-74 | 459-463 | @inproceedings{dai17_interspeech,
title = {{Multilingual i-Vector Based Statistical Modeling for Music Genre Classification}},
author = {Jia Dai and Wei Xue and Wenju Liu},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {459--463},
doi = {10.21437/Interspeech.2017-74},
issn... | For music signal processing, compared with the strategy which models
each short-time frame independently, when the long-time features are
considered, the time-series characteristics of the music signal can
be better presented. As a typical kind of long-time modeling strategy,
the identification vector (i-vector) uses s... | null | null |
khonglah17_interspeech | Indoor/Outdoor Audio Classification Using Foreground Speech Segmentation | [
"Banriskhem K. Khonglah",
"K.T. Deepak",
"S.R. Mahadeva Prasanna"
] | https://www.isca-archive.org/interspeech_2017/khonglah17_interspeech.html | https://www.isca-archive.org/interspeech_2017/khonglah17_interspeech.pdf | 10.21437/Interspeech.2017-309 | 464-468 | @inproceedings{khonglah17_interspeech,
title = {{Indoor/Outdoor Audio Classification Using Foreground Speech Segmentation}},
author = {Banriskhem K. Khonglah and K.T. Deepak and S.R. Mahadeva Prasanna},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {464--468},
doi = {10.2143... | The task of indoor/ outdoor audio classification using foreground speech
segmentation is attempted in this work. Foreground speech segmentation
is the use of features to segment between foreground speech and background
interfering sources like noise. Initially, the foreground and background
segments are obtained from f... | null | null |
guo17_interspeech | Attention Based CLDNNs for Short-Duration Acoustic Scene Classification | [
"Jinxi Guo",
"Ning Xu",
"Li-Jia Li",
"Abeer Alwan"
] | https://www.isca-archive.org/interspeech_2017/guo17_interspeech.html | https://www.isca-archive.org/interspeech_2017/guo17_interspeech.pdf | 10.21437/Interspeech.2017-440 | 469-473 | @inproceedings{guo17_interspeech,
title = {{Attention Based CLDNNs for Short-Duration Acoustic Scene Classification}},
author = {Jinxi Guo and Ning Xu and Li-Jia Li and Abeer Alwan},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {469--473},
doi = {10.21437/Interspeech.2017-4... | Recently, neural networks with deep architecture have been widely applied
to acoustic scene classification. Both Convolutional Neural Networks
(CNNs) and Long Short-Term Memory Networks (LSTMs) have shown improvements
over fully connected Deep Neural Networks (DNNs). Motivated by the
fact that CNNs, LSTMs and DNNs are ... | null | null |
xia17_interspeech | Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection | [
"Xianjun Xia",
"Roberto Togneri",
"Ferdous Sohel",
"David Huang"
] | https://www.isca-archive.org/interspeech_2017/xia17_interspeech.html | https://www.isca-archive.org/interspeech_2017/xia17_interspeech.pdf | 10.21437/Interspeech.2017-746 | 474-478 | @inproceedings{xia17_interspeech,
title = {{Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection}},
author = {Xianjun Xia and Roberto Togneri and Ferdous Sohel and David Huang},
year = {2017},
booktitle = {{Interspeech 2017}},
pages = {474--478},
doi = {10.21437/Inter... | Acoustic event detection, the determination of the acoustic event type
and the localisation of the event, has been widely applied in many
real-world applications. Many works adopt multi-label classification
techniques to perform the polyphonic acoustic event detection with
a global threshold to detect the active acoust... | null | null |
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