Interspeech 2019

965 papers

Compression of CTC-Trained Acoustic Models by Dynamic Frame-Wise Distillation or Segment-Wise N-Best Hypotheses Imitation

Haisong Ding, Kai Chen, Qiang Huo

Towards Debugging Deep Neural Networks by Generating Speech Utterances

Bilal Soomro, Anssi Kanervisto, Trung Ngo Trong, Ville Hautamäki

Adversarial Black-Box Attacks on Automatic Speech Recognition Systems Using Multi-Objective Evolutionary Optimization

Shreya Khare, Rahul Aralikatte, Senthil Mani

Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition

Gautam Mantena, Ozlem Kalinli, Ossama Abdel-Hamid, Don McAllaster

Acoustic Model Bootstrapping Using Semi-Supervised Learning

Langzhou Chen, Volker Leutnant

Progressive Speech Enhancement with Residual Connections

Jorge Llombart, Dayana Ribas, Antonio Miguel, Luis Vicente, Alfonso Ortega

Masking Estimation with Phase Restoration of Clean Speech for Monaural Speech Enhancement

Xianyun Wang, Changchun Bao

Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Jiqing Han

Investigation of Cost Function for Supervised Monaural Speech Separation

Yun Liu, Hui Zhang, Xueliang Zhang, Yuhang Cao

Speaker-Aware Deep Denoising Autoencoder with Embedded Speaker Identity for Speech Enhancement

Fu-Kai Chuang, Syu-Siang Wang, Jeih-Weih Hung, Yu Tsao, Shih-Hau Fang

Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric

Ryandhimas E. Zezario, Szu-Wei Fu, Xugang Lu, Hsin-Min Wang, Yu Tsao

Speech Enhancement Using Forked Generative Adversarial Networks with Spectral Subtraction

Ju Lin, Sufeng Niu, Zice Wei, Xiang Lan, Adriaan J. van Wijngaarden

A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders

Manuel Pariente, Antoine Deleforge, Emmanuel Vincent

Environment-Dependent Attention-Driven Recurrent Convolutional Neural Network for Robust Speech Enhancement

Meng Ge, Longbiao Wang, Nan Li, Hao Shi, Jianwu Dang

Noise Adaptive Speech Enhancement Using Domain Adversarial Training

Chien-Feng Liao, Yu Tsao, Hung-yi Lee, Hsin-Min Wang

Monaural Speech Enhancement with Dilated Convolutions

Shadi Pirhosseinloo, Jonathan S. Brumberg

Contributions of Consonant-Vowel Transitions to Mandarin Tone Identification in Simulated Electric-Acoustic Hearing

Fei Chen

R2SPIN: Re-Recording the Revised Speech Perception in Noise Test

Lauren Ward, Catherine Robinson, Matthew Paradis, Katherine M. Tucker, Ben Shirley

Talker Intelligibility and Listening Effort with Temporally Modified Speech

Maximillian Paulus, Valerie Hazan, Patti Adank

Lexically Guided Perceptual Learning of a Vowel Shift in an Interactive L2 Listening Context

E. Felker, Mirjam Ernestus, Mirjam Broersma

Quantifying Cochlear Implant Users’ Ability for Speaker Identification Using CI Auditory Stimuli

Nursadul Mamun, Ria Ghosh, John H.L. Hansen

Effects of Urgent Speech and Congruent/Incongruent Text on Speech Intelligibility in Noise and Reverberation

Nao Hodoshima

Phone-Attribute Posteriors to Evaluate the Speech of Cochlear Implant Users

T. Arias-Vergara, Juan Rafael Orozco-Arroyave, Milos Cernak, S. Gollwitzer, M. Schuster

Perceiving Older Adults Producing Clear and Lombard Speech

Chris Davis, Jeesun Kim

Subjective Evaluation of Communicative Effort for Younger and Older Adults in Interactive Tasks with Energetic and Informational Masking

Valerie Hazan, Outi Tuomainen, Linda Taschenberger

The Influence of Distraction on Speech Processing: How Selective is Selective Attention?

Sandra I. Parhammer, Miriam Ebersberg, Jenny Tippmann, Katja Stärk, Andreas Opitz

Disfluencies and Human Speech Transcription Errors

Vicky Zayats, Trang Tran, Richard Wright, Courtney Mansfield, Mari Ostendorf

Effects of Spectral and Temporal Cues to Mandarin Concurrent-Vowels Identification for Normal-Hearing and Hearing-Impaired Listeners

Zhen Fu, Xihong Wu, Jing Chen

Automatic Assessment of Language Impairment Based on Raw ASR Output

Ying Qin, Tan Lee, Anthony Pak Hin Kong

Predicting Behavior in Cancer-Afflicted Patient and Spouse Interactions Using Speech and Language

Sandeep Nallan Chakravarthula, Haoqi Li, Shao-Yen Tseng, Maija Reblin, Panayiotis Georgiou

Feature Space Visualization with Spatial Similarity Maps for Pathological Speech Data

Philipp Klumpp, J.C. Vasquez-Correa, Tino Haderlein, Elmar Nöth

Assessing Parkinson’s Disease from Speech Using Fisher Vectors

José Vicente Egas López, Juan Rafael Orozco-Arroyave, Gábor Gosztolya

Investigating the Variability of Voice Quality and Pain Levels as a Function of Multiple Clinical Parameters

Hui-Ting Hong, Jeng-Lin Li, Yi-Ming Weng, Chip-Jin Ng, Chi-Chun Lee

Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia

Charles C. Onu, Jonathan Lebensold, William L. Hamilton, Doina Precup

Feature Representation of Pathophysiology of Parkinsonian Dysarthria

Alice Rueda, J.C. Vasquez-Correa, Cristian David Rios-Urrego, Juan Rafael Orozco-Arroyave, Sridhar Krishnan

An Investigation of Therapeutic Rapport Through Prosody in Brief Psychodynamic Psychotherapy

Carolina De Pasquale, Charlie Cullen, Brian Vaughan

Spectral Subspace Analysis for Automatic Assessment of Pathological Speech Intelligibility

Parvaneh Janbakhshi, Ina Kodrasi, Hervé Bourlard

Comparison of Telephone Recordings and Professional Microphone Recordings for Early Detection of Parkinson’s Disease, Using Mel-Frequency Cepstral Coefficients with Gaussian Mixture Models

Laetitia Jeancolas, Graziella Mangone, Jean-Christophe Corvol, Marie Vidailhet, Stéphane Lehéricy

A New Approach for Automating Analysis of Responses on Verbal Fluency Tests from Subjects At-Risk for Schizophrenia

Mary Pietrowicz, Carla Agurto, Raquel Norel, Elif Eyigoz, Guillermo Cecchi

Optimizing Speech-Input Length for Speaker-Independent Depression Classification

Tomasz Rutowski, Amir Harati, Yang Lu, Elizabeth Shriberg

CRIM’s Speech Transcription and Call Sign Detection System for the ATC Airbus Challenge Task

Vishwa Gupta, Lise Rebout, Gilles Boulianne, Pierre-André Ménard, Jahangir Alam

The Althingi ASR System

Inga R. Helgadóttir, Anna Björk Nikulásdóttir, Michal Borsky, Judy Y. Fong, Róbert Kjaran

Improved Low-Resource Somali Speech Recognition by Semi-Supervised Acoustic and Language Model Training

Astik Biswas, Raghav Menon, Ewald van der Westhuizen, Thomas Niesler

Exploring Methods for the Automatic Detection of Errors in Manual Transcription

Xiaofei Wang, Jinyi Yang, Ruizhi Li, Samik Sadhu, Hynek Hermansky

Kite: Automatic Speech Recognition for Unmanned Aerial Vehicles

Dan Oneata, Horia Cucu

The Airbus Air Traffic Control Speech Recognition 2018 Challenge: Towards ATC Automatic Transcription and Call Sign Detection

Thomas Pellegrini, Jérôme Farinas, Estelle Delpech, Francois Lancelot

Leveraging a Character, Word and Prosody Triplet for an ASR Error Robust and Agglutination Friendly Punctuation Approach

György Szaszák, Máté Ákos Tündik

Hybrid Arbitration Using Raw ASR String and NLU Information — Taking the Best of Both Embedded World and Cloud World

Min Tang

Improving Large Vocabulary Urdu Speech Recognition System Using Deep Neural Networks

Muhammad Umar Farooq, Farah Adeeba, Sahar Rauf, Sarmad Hussain

Detection and Recovery of OOVs for Improved English Broadcast News Captioning

Samuel Thomas, Kartik Audhkhasi, Zoltán Tüske, Yinghui Huang, Michael Picheny

Meeting Transcription Using Asynchronous Distant Microphones

Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen

Large-Scale Speaker Retrieval on Random Speaker Variability Subspace

Suwon Shon, Younggun Lee, Taesu Kim

On Robustness of Unsupervised Domain Adaptation for Speaker Recognition

Pierre-Michel Bousquet, Mickael Rouvier

Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection

Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps

Tied Mixture of Factor Analyzers Layer to Combine Frame Level Representations in Neural Speaker Embeddings

Nanxin Chen, Jesus Villalba, Najim Dehak

A Study of x-Vector Based Speaker Recognition on Short Utterances

A. Kanagasundaram, S. Sridharan, G. Sriram, S. Prachi, C. Fookes

Cross-Domain Replay Spoofing Attack Detection Using Domain Adversarial Training

Hongji Wang, Heinrich Dinkel, Shuai Wang, Yanmin Qian, Kai Yu

Device Feature Extractor for Replay Spoofing Detection

Chang Huai You, Jichen Yang, Huy Dat Tran

Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System

Soonshin Seo, Daniel Jun Rim, Minkyu Lim, Donghyun Lee, Hosung Park

An End-to-End Text-Independent Speaker Verification Framework with a Keyword Adversarial Network

Sungrack Yun, Janghoon Cho, Jungyun Eum, Wonil Chang, Kyuwoong Hwang

An Adaptive-Q Cochlear Model for Replay Spoofing Detection

Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Haizhou Li

Adversarial Optimization for Dictionary Attacks on Speaker Verification

Mirko Marras, Paweł Korus, Nasir Memon, Gianni Fenu

Deep Hashing for Speaker Identification and Retrieval

Lei Fan, Qing-Yuan Jiang, Ya-Qi Yu, Wu-jun Li

Optimization of False Acceptance/Rejection Rates and Decision Threshold for End-to-End Text-Dependent Speaker Verification Systems

Victoria Mingote, Antonio Miguel, Dayana Ribas, Alfonso Ortega, Eduardo Lleida

Energy Separation-Based Instantaneous Frequency Estimation for Cochlear Cepstral Feature for Replay Spoof Detection

Ankur T. Patil, Rajul Acharya, Pulikonda Aditya Sai, Hemant A. Patil

Blind Channel Response Estimation for Replay Attack Detection

Anderson R. Avila, Jahangir Alam, Douglas O’Shaughnessy, Tiago H. Falk

VoiceID Loss: Speech Enhancement for Speaker Verification

Suwon Shon, Hao Tang, James Glass

Deep Speaker Embedding Extraction with Channel-Wise Feature Responses and Additive Supervision Softmax Loss Function

Jianfeng Zhou, Tao Jiang, Zheng Li, Lin Li, Qingyang Hong

A Deep Neural Network for Short-Segment Speaker Recognition

Amirhossein Hajavi, Ali Etemad

Large Margin Softmax Loss for Speaker Verification

Yi Liu, Liang He, Jia Liu

Privacy-Preserving Speaker Recognition with Cohort Score Normalisation

Andreas Nautsch, Jose Patino, Amos Treiber, Themos Stafylakis, Petr Mizera

Self-Supervised Speaker Embeddings

Themos Stafylakis, Johan Rohdin, Oldřich Plchot, Petr Mizera, Lukas Burget

Nonparallel Emotional Speech Conversion

Jian Gao, Deep Chakraborty, Hamidou Tembine, Olaitan Olaleye

Effects of Waveform PMF on Anti-Spoofing Detection

Itshak Lapidot, Jean-Francois Bonastre

A Multi-Speaker Emotion Morphing Model Using Highway Networks and Maximum Likelihood Objective

Ravi Shankar, Jacob Sager, Archana Venkataraman

Foreign Accent Conversion by Synthesizing Speech from Phonetic Posteriorgrams

Guanlong Zhao, Shaojin Ding, Ricardo Gutierrez-Osuna

Augmented CycleGANs for Continuous Scale Normal-to-Lombard Speaking Style Conversion

Shreyas Seshadri, Lauri Juvela, Paavo Alku, Okko Rasanen

Lombard Speech Synthesis Using Transfer Learning in a Tacotron Text-to-Speech System

Bajibabu Bollepalli, Lauri Juvela, Paavo Alku

CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition

Fang Bao, Michael Neumann, Ngoc Thang Vu

Gender De-Biasing in Speech Emotion Recognition

Cristina Gorrostieta, Reza Lotfian, Kye Taylor, Richard Brutti, John Kane

Speech Emotion Recognition Based on Multi-Label Emotion Existence Model

Atsushi Ando, Ryo Masumura, Hosana Kamiyama, Satoshi Kobashikawa, Yushi Aono

Speech Based Emotion Prediction: Can a Linear Model Work?

Anda Ouyang, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah

Continuous Emotion Recognition in Speech — Do We Need Recurrence?

Maximilian Schmitt, Nicholas Cummins, Bjorn W. Schuller

Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning

Yuanchao Li, Tianyu Zhao, Tatsuya Kawahara

Self-Teaching Networks

Liang Lu, Eric Sun, Yifan Gong

LF-MMI Training of Bayesian and Gaussian Process Time Delay Neural Networks for Speech Recognition

Shoukang Hu, Xurong Xie, Shansong Liu, Max W.Y. Lam, Jianwei Yu

Multi-Stride Self-Attention for Speech Recognition

Kyu J. Han, Jing Huang, Yun Tang, Xiaodong He, Bowen Zhou

Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition

Dhananjaya Gowda, Abhinav Garg, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim

Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition

Max W.Y. Lam, Jun Wang, Xunying Liu, Helen Meng, Dan Su

Two-Pass End-to-End Speech Recognition

Tara N. Sainath, Ruoming Pang, David Rybach, Yanzhang He, Rohit Prabhavalkar

LipSound: Neural Mel-Spectrogram Reconstruction for Lip Reading

Leyuan Qu, Cornelius Weber, Stefan Wermter

MobiLipNet: Resource-Efficient Deep Learning Based Lipreading

Alexandros Koumparoulis, Gerasimos Potamianos

Speaker Adaptation for Lip-Reading Using Visual Identity Vectors

Pujitha Appan Kandala, Abhinav Thanda, Dilip Kumar Margam, Rohith Chandrashekar Aralikatti, Tanay Sharma

MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices

Nilay Shrivastava, Astitwa Saxena, Yaman Kumar, Rajiv Ratn Shah, Amanda Stent

Survey Talk: Multimodal Processing of Speech and Language

Florian Metze

Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement

Like Hui, SIYUAN MA, Mikhail Belkin

Coarse-to-Fine Optimization for Speech Enhancement

Jian Yao, Ahmad Al-Dahle

Maximum a posteriori Speech Enhancement Based on Double Spectrum

Pejman Mowlaee, Daniel Scheran, Johannes Stahl, Sean U.N. Wood, W. Bastiaan Kleijn

Incorporating Symbolic Sequential Modeling for Speech Enhancement

Chien-Feng Liao, Yu Tsao, Xugang Lu, Hisashi Kawai

VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking

Quan Wang, Hannah Muckenhirn, Kevin Wilson, Prashant Sridhar, Zelin Wu