Interspeech 2019

965 papers

Effects of Natural Variability in Cross-Modal Temporal Correlations on Audiovisual Speech Recognition Benefit

Kaylah Lalonde

Individual Differences in Implicit Attention to Phonetic Detail in Speech Perception

Natalie Lewandowski, Daniel Duran

The Role of Musical Experience in the Perceptual Weighting of Acoustic Cues for the Obstruent Coda Voicing Contrast in American English

Michelle Cohn, Georgia Zellou, Santiago Barreda

Performance Monitoring for End-to-End Speech Recognition

Ruizhi Li, Gregory Sell, Hynek Hermansky

Acoustic-to-Phrase Models for Speech Recognition

Yashesh Gaur, Jinyu Li, Zhong Meng, Yifan Gong

ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning

Łukasz Dudziak, Mohamed S. Abdelfattah, Ravichander Vipperla, Stefanos Laskaridis, Nicholas D. Lane

Sampling from Stochastic Finite Automata with Applications to CTC Decoding

Martin Jansche, Alexander Gutkin

Lattice Generation in Attention-Based Speech Recognition Models

Michał Zapotoczny, Piotr Pietrzak, Adrian Łańcucki, Jan Chorowski

Analysis of Multilingual Sequence-to-Sequence Speech Recognition Systems

Martin Karafiat, Murali Karthick Baskar, Shinji Watanabe, Takaaki Hori, Matthew Wiesner

Active Learning Methods for Low Resource End-to-End Speech Recognition

Karan Malhotra, Shubham Bansal, Sriram Ganapathy

A Joint End-to-End and DNN-HMM Hybrid Automatic Speech Recognition System with Transferring Sharable Knowledge

Tomohiro Tanaka, Ryo Masumura, Takafumi Moriya, Takanobu Oba, Yushi Aono

Joint Decoding of CTC Based Systems for Speech Recognition

Jiaqi Guo, Yongbin You, Yanmin Qian, Kai Yu

Investigating Radical-Based End-to-End Speech Recognition Systems for Chinese Dialects and Japanese

Sheng Li, Xugang Lu, Chenchen Ding, Peng Shen, Tatsuya Kawahara

Sub-Band Convolutional Neural Networks for Small-Footprint Spoken Term Classification

Chieh-Chi Kao, Ming Sun, Yixin Gao, Shiv Vitaladevuni, Chao Wang

A Time Delay Neural Network with Shared Weight Self-Attention for Small-Footprint Keyword Spotting

Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Zhengkun Tian

Improving Performance of End-to-End ASR on Numeric Sequences

Cal Peyser, Hao Zhang, Tara N. Sainath, Zelin Wu

Investigation of Transformer Based Spelling Correction Model for CTC-Based End-to-End Mandarin Speech Recognition

Shiliang Zhang, Ming Lei, Zhijie Yan

Improving ASR Confidence Scores for Alexa Using Acoustic and Hypothesis Embeddings

Prakhar Swarup, Roland Maas, Sri Garimella, Sri Harish Mallidi, Bjorn Hoffmeister

Towards Language-Universal Mandarin-English Speech Recognition

Shiliang Zhang, Yuan Liu, Ming Lei, Bin Ma, Lei Xie

On the End-to-End Solution to Mandarin-English Code-Switching Speech Recognition

Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Eng Siong Chng

Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data

Yerbolat Khassanov, Haihua Xu, Van Tung Pham, Zhiping Zeng, Eng Siong Chng

Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models

Ke Hu, Antoine Bruguier, Tara N. Sainath, Rohit Prabhavalkar, Golan Pundak

Exploiting Monolingual Speech Corpora for Code-Mixed Speech Recognition

Karan Taneja, Satarupa Guha, Preethi Jyothi, Basil Abraham

End-to-End Articulatory Attribute Modeling for Low-Resource Multilingual Speech Recognition

Sheng Li, Chenchen Ding, Xugang Lu, Peng Shen, Tatsuya Kawahara

End-to-End Accented Speech Recognition

Thibault Viglino, Petr Motlicek, Milos Cernak

Recognition of Latin American Spanish Using Multi-Task Learning

Carlos Mendes, Alberto Abad, João Paulo Neto, Isabel Trancoso

Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model

Anjuli Kannan, Arindrima Datta, Tara N. Sainath, Eugene Weinstein, Bhuvana Ramabhadran

Multi-Dialect Acoustic Modeling Using Phone Mapping and Online i-Vectors

Harish Arsikere, Ashtosh Sapru, Sri Garimella

Multilingual Speech Recognition with Corpus Relatedness Sampling

Xinjian Li, Siddharth Dalmia, Alan W. Black, Florian Metze

Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion

Hao Sun, Xu Tan, Jun-Wei Gan, Hongzhi Liu, Sheng Zhao

Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-Level Embedding Features

Zexin Cai, Yaogen Yang, Chuxiong Zhang, Xiaoyi Qin, Ming Li

Cross-Lingual, Multi-Speaker Text-To-Speech Synthesis Using Neural Speaker Embedding

Mengnan Chen, Minchuan Chen, Shuang Liang, Jun Ma, Lei Chen

Developing Pronunciation Models in New Languages Faster by Exploiting Common Grapheme-to-Phoneme Correspondences Across Languages

Harry Bleyan, Sandy Ritchie, Jonas Fromseier Mortensen, Daan van Esch

Transformer Based Grapheme-to-Phoneme Conversion

Sevinj Yolchuyeva, Géza Németh, Bálint Gyires-Tóth

Disambiguation of Chinese Polyphones in an End-to-End Framework with Semantic Features Extracted by Pre-Trained BERT

Dongyang Dai, Zhiyong Wu, Shiyin Kang, Xixin Wu, Jia Jia

Unified Language-Independent DNN-Based G2P Converter

Markéta Jůzová, Daniel Tihelka, Jakub Vit

Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning

Yu Zhang, Ron J. Weiss, Heiga Zen, Yonghui Wu, zhifeng Chen

End-to-End Text-to-Speech for Low-Resource Languages by Cross-Lingual Transfer Learning

Yuan-Jui Chen, Tao Tu, Cheng-chieh Yeh, Hung-yi Lee

Analysis of Pronunciation Learning in End-to-End Speech Synthesis

Jason Taylor, Korin Richmond

Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion

Alex Sokolov, Tracy Rohlin, Ariya Rastrow

Building a Mixed-Lingual Neural TTS System with Only Monolingual Data

Liumeng Xue, Wei Song, Guanghui Xu, Lei Xie, Zhizheng Wu

Boosting Character-Based Chinese Speech Synthesis via Multi-Task Learning and Dictionary Tutoring

Yuxiang Zou, Linhao Dong, Bo Xu

A Study of Soprano Singing in Light of the Source-Filter Interaction

Tokihiko Kaburagi

Two-Dimensional Convolutional Recurrent Neural Networks for Speech Activity Detection

Anastasios Vafeiadis, Eleftherios Fanioudakis, Ilyas Potamitis, Konstantinos Votis, Dimitrios Giakoumis

Acoustic Modeling for Automatic Lyrics-to-Audio Alignment

Chitralekha Gupta, Emre Yılmaz, Haizhou Li

Small-Footprint Magic Word Detection Method Using Convolutional LSTM Neural Network

Taiki Yamamoto, Ryota Nishimura, Masayuki Misaki, Norihide Kitaoka

Optimizing Voice Activity Detection for Noisy Conditions

Ruixi Lin, Charles Costello, Charles Jankowski, Vishwas Mruthyunjaya

Investigating the Physiological and Acoustic Contrasts Between Choral and Operatic Singing

Hiroko Terasawa, Kenta Wakasa, Hideki Kawahara, Ken-Ichi Sakakibara

On the Importance of Audio-Source Separation for Singer Identification in Polyphonic Music

Bidisha Sharma, Rohan Kumar Das, Haizhou Li

Multi-Level Adaptive Speech Activity Detector for Speech in Naturalistic Environments

Bidisha Sharma, Rohan Kumar Das, Haizhou Li

Vocal Pitch Extraction in Polyphonic Music Using Convolutional Residual Network

Mingye Dong, Jie Wu, Jian Luan

Fully-Convolutional Network for Pitch Estimation of Speech Signals

Luc Ardaillon, Axel Roebel

Real Time Online Visual End Point Detection Using Unidirectional LSTM

Tanay Sharma, Rohith Chandrashekar Aralikatti, Dilip Kumar Margam, Abhinav Thanda, Sharad Roy

Direct F0 Estimation with Neural-Network-Based Regression

Shuzhuang Xu, Hiroshi Shimodaira

Recognition of Creaky Voice from Emergency Calls

Lauri Tavi, Tanel Alumäe, Stefan Werner

F0 Variability Measures Based on Glottal Closure Instants

Yu-Ren Chien, Michal Borsky, Jón Guðnason

Acoustic Correlates of Phonation Type in Chichimec

Anneliese Kelterer, Barbara Schuppler

Perceptual Evaluation of Early versus Late F0 Peaks in the Intonation Structure of Czech Question-Word Questions

Pavel Šturm, Jan Volín

A Study of a Cross-Language Perception Based on Cortical Analysis Using Biomimetic STRFs

Sangwook Park, David K. Han, Mounya Elhilali

Testing the Distinctiveness of Intonational Tunes: Evidence from Imitative Productions in American English

Eleanor Chodroff, Jennifer S. Cole

Time to Frequency Domain Mapping of the Voice Source: The Influence of Open Quotient and Glottal Skew on the Low End of the Source Spectrum

Christer Gobl, Ailbhe Ni Chasaide

Prosodic Factors Influencing Vowel Reduction in Russian

Daniil Kocharov, Tatiana Kachkovskaia, Pavel Skrelin

Compensation for French Liquid Deletion During Auditory Sentence Processing

Sharon Peperkamp, Alvaro Martin Iturralde Zurita

Prosodic Representations of Prominence Classification Neural Networks and Autoencoders Using Bottleneck Features

Sofoklis Kakouros, Antti Suni, Juraj Simko, Martti Vainio

The Effect of Phoneme Distribution on Perceptual Similarity in English

Emma O’Neill, Julie Carson-berndsen

Conversational Emotion Analysis via Attention Mechanisms

Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang

Do Conversational Partners Entrain on Articulatory Precision?

Nichola Lubold, Stephanie A. Borrie, Tyson S. Barrett, Megan Willi, Visar Berisha

Identifying Mood Episodes Using Dialogue Features from Clinical Interviews

Zakaria Aldeneh, Mimansa Jaiswal, Michael Picheny, Melvin G. McInnis, Emily Mower Provost

Identifying Personality Traits Using Overlap Dynamics in Multiparty Dialogue

Mingzhi Yu, Emer Gilmartin, Diane Litman

Cross-Lingual Transfer Learning for Affective Spoken Dialogue Systems

Kristijan Gjoreski, Aleksandar Gjoreski, Ivan Kraljevski, Diane Hirschfeld

Influence of Contextuality on Prosodic Realization of Information Structure in Chinese Dialogues

Bin Li, Yuan Jia

Do Hesitations Facilitate Processing of Partially Defective System Utterances? An Exploratory Eye Tracking Study

Kristin Haake, Sarah Schimke, Simon Betz, Sina Zarrieß

Identifying Therapist and Client Personae for Therapeutic Alliance Estimation

Victor R. Martinez, Nikolaos Flemotomos, Victor Ardulov, Krishna Somandepalli, Simon B. Goldberg

Analyzing Verbal and Nonverbal Features for Predicting Group Performance

Uliyana Kubasova, Gabriel Murray, McKenzie Braley

Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations

Karthik Gopalakrishnan, Behnam Hedayatnia, Qinlang Chen, Anna Gottardi, Sanjeev Kwatra

Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog

Chiori Hori, Anoop Cherian, Tim K. Marks, Takaaki Hori

Self-Imitating Feedback Generation Using GAN for Computer-Assisted Pronunciation Training

Seung Hee Yang, Minhwa Chung

Impact of ASR Performance on Spoken Grammatical Error Detection

Y. Lu, Mark J.F. Gales, Kate M. Knill, P. Manakul, L. Wang

Development of Robust Automated Scoring Models Using Adversarial Input for Oral Proficiency Assessment

Su-Youn Yoon, Chong Min Lee, Klaus Zechner, Keelan Evanini

Transparent Pronunciation Scoring Using Articulatorily Weighted Phoneme Edit Distance

Reima Karhila, Anna-Riikka Smolander, Sari Ylinen, Mikko Kurimo

Analysis of Native Listeners’ Facial Microexpressions While Shadowing Non-Native Speech — Potential of Shadowers’ Facial Expressions for Comprehensibility Prediction

Tasavat Trisitichoke, Shintaro Ando, Daisuke Saito, Nobuaki Minematsu

Completely Unsupervised Phoneme Recognition by a Generative Adversarial Network Harmonized with Iteratively Refined Hidden Markov Models

Kuan-Yu Chen, Che-Ping Tsai, Da-Rong Liu, Hung-yi Lee, Lin-shan Lee

The 2019 Inaugural Fearless Steps Challenge: A Giant Leap for Naturalistic Audio

John H.L. Hansen, Aditya Joglekar, Meena Chandra Shekhar, Vinay Kothapally, Chengzhu Yu

Using Alexa for Flashcard-Based Learning

Lucy Skidmore, Roger K. Moore

Language Learning Using Speech to Image Retrieval

Danny Merkx, Stefan L. Frank, Mirjam Ernestus

A Deep Learning Approach to Automatic Characterisation of Rhythm in Non-Native English Speech

Konstantinos Kyriakopoulos, Kate M. Knill, Mark J.F. Gales

Speech Enhancement with Variance Constrained Autoencoders

D.T. Braithwaite, W. Bastiaan Kleijn

A Non-Causal FFTNet Architecture for Speech Enhancement

Muhammed Shifas P.V., Nagaraj Adiga, Vassilis Tsiaras, Yannis Stylianou

Speech Enhancement for Noise-Robust Speech Synthesis Using Wasserstein GAN

Nagaraj Adiga, Yannis Pantazis, Vassilis Tsiaras, Yannis Stylianou

A Scalable Noisy Speech Dataset and Online Subjective Test Framework

Chandan K.A. Reddy, Ebrahim Beyrami, Jamie Pool, Ross Cutler, Sriram Srinivasan

Speech Enhancement with Wide Residual Networks in Reverberant Environments

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

KL-Divergence Regularized Deep Neural Network Adaptation for Low-Resource Speaker-Dependent Speech Enhancement

Li Chai, Jun Du, Chin-Hui Lee

IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network

Yu-Chen Lin, Yi-Te Hsu, Szu-Wei Fu, Yu Tsao, Tei-Wei Kuo

A Convolutional Neural Network with Non-Local Module for Speech Enhancement

Xiaoqi Li, Yaxing Li, Meng Li, Shan Xu, Yuanjie Dong

Towards Generalized Speech Enhancement with Generative Adversarial Networks

Santiago Pascual, Joan Serrà, Antonio Bonafonte

UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-Noise Ratio Condition

Xiang Hao, Xiangdong Su, Zhiyu Wang, Hui Zhang, Batushiren

Speech Augmentation via Speaker-Specific Noise in Unseen Environment

Ya’nan Guo, Ziping Zhao, Yide Ma, Bjorn W. Schuller

Acoustic and Articulatory Study of Ewe Vowels: A Comparative Study of Male and Female

Kowovi Comivi Alowonou, Jianguo Wei, Wenhuan Lu, Zhicheng Liu, Kiyoshi Honda

Acoustic Cues to Topic and Narrow Focus in Egyptian Arabic

Dina El Zarka, Barbara Schuppler, Francesco Cangemi

Phonetic Detail Encoding in Explaining the Size of Speech Planning Window

Shan Luo