Interspeech 2019

965 papers

Speech Denoising with Deep Feature Losses

François G. Germain, Qifeng Chen, Vladlen Koltun

Multimodal SpeakerBeam: Single Channel Target Speech Extraction with Audio-Visual Speaker Clues

Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Atsunori Ogawa, Tomohiro Nakatani

Direction-Aware Speaker Beam for Multi-Channel Speaker Extraction

Guanjun Li, Shan Liang, Shuai Nie, Wenju Liu, Meng Yu

Multichannel Loss Function for Supervised Speech Source Separation by Mask-Based Beamforming

Yoshiki Masuyama, Masahito Togami, Tatsuya Komatsu

Robust DOA Estimation Based on Convolutional Neural Network and Time-Frequency Masking

Wangyou Zhang, Ying Zhou, Yanmin Qian

Multiple Sound Source Localization with SVD-PHAT

François Grondin, James Glass

Direct-Path Signal Cross-Correlation Estimation for Sound Source Localization in Reverberation

Wei Xue, Ying Tong, Guohong Ding, Chao Zhang, Tao Ma

Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-Resource Settings

Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier

Multimodal Word Discovery and Retrieval with Phone Sequence and Image Concepts

Liming Wang, Mark A. Hasegawa-Johnson

Linguistically-Informed Training of Acoustic Word Embeddings for Low-Resource Languages

Zixiaofan Yang, Julia Hirschberg

An Empirical Evaluation of DTW Subsampling Methods for Keyword Search

Bolaji Yusuf, Murat Saraclar

Unsupervised Acoustic Segmentation and Clustering Using Siamese Network Embeddings

Saurabhchand Bhati, Shekhar Nayak, K. Sri Rama Murty, Najim Dehak

Neural Named Entity Recognition from Subword Units

Abdalghani Abujabal, Judith Gaspers

Foreign-Language Knowledge Enhances Artificial-Language Segmentation

Annie Tremblay, Mirjam Broersma

Cognitive Factors in Thai-Naïve Mandarin Speakers’ Imitation of Thai Lexical Tones

Juqiang Chen, Catherine T. Best, Mark Antoniou

Capturing L1 Influence on L2 Pronunciation by Simulating Perceptual Space Using Acoustic Features

Shuju Shi, Chilin Shih, Jinsong Zhang

The Effects of Time Expansion on English as a Second Language Individuals

John S. Novak, Daniel Bunn, Robert V. Kenyon

Survey Talk: Recognition of Foreign-Accented Speech: Challenges and Opportunities for Human and Computer Speech Communication

Ann R. Bradlow

Analysis of Deep Clustering as Preprocessing for Automatic Speech Recognition of Sparsely Overlapping Speech

Tobias Menne, Ilya Sklyar, Ralf Schlüter, Hermann Ney

Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System

Wangyou Zhang, Xuankai Chang, Yanmin Qian

A Highly Efficient Distributed Deep Learning System for Automatic Speech Recognition

Wei Zhang, Xiaodong Cui, Ulrich Finkler, George Saon, Abdullah Kayi

Online Hybrid CTC/Attention Architecture for End-to-End Speech Recognition

Haoran Miao, Gaofeng Cheng, Pengyuan Zhang, Ta Li, Yonghong Yan

Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition

Kartik Audhkhasi, George Saon, Zoltán Tüske, Brian Kingsbury, Michael Picheny

SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

Daniel S. Park, William Chan, Yu Zhang, Chung-Cheng Chiu, Barret Zoph

Modeling Labial Coarticulation with Bidirectional Gated Recurrent Networks and Transfer Learning

Théo Biasutto--Lervat, Sara Dahmani, Slim Ouni

A Strategy for Improved Phone-Level Lyrics-to-Audio Alignment for Speech-to-Singing Synthesis

David Ayllón, Fernando Villavicencio, Pierre Lanchantin

Conditional Variational Auto-Encoder for Text-Driven Expressive AudioVisual Speech Synthesis

Sara Dahmani, Vincent Colotte, Valérian Girard, Slim Ouni

Singing Voice Synthesis Using Deep Autoregressive Neural Networks for Acoustic Modeling

Yuan-Hao Yi, Yang Ai, Zhen-Hua Ling, Li-Rong Dai

Adversarially Trained End-to-End Korean Singing Voice Synthesis System

Juheon Lee, Hyeong-Seok Choi, Chang-Bin Jeon, Junghyun Koo, Kyogu Lee

Unsupervised Singing Voice Conversion

Eliya Nachmani, Lior Wolf

Self-Attention for Speech Emotion Recognition

Lorenzo Tarantino, Philip N. Garner, Alexandros Lazaridis

Supervised Classifiers for Audio Impairments with Noisy Labels

Chandan K.A. Reddy, Ross Cutler, Johannes Gehrke

A Deep Residual Network for Large-Scale Acoustic Scene Analysis

Logan Ford, Hao Tang, François Grondin, James Glass

Learning How to Listen: A Temporal-Frequential Attention Model for Sound Event Detection

Yu-Han Shen, Ke-Xin He, Wei-Qiang Zhang

Locality-Constrained Linear Coding Based Fused Visual Features for Robust Acoustic Event Classification

Manjunath Mulimani, Shashidhar G. Koolagudi

Audio Classification of Bit-Representation Waveform

Masaki Okawa, Takuya Saito, Naoki Sawada, Hiromitsu Nishizaki

Phonological Awareness of French Rising Contours in Japanese Learners

Rachel Albar, Hiyon Yoo

The Role of Voice Quality in the Perception of Prominence in Synthetic Speech

Andy Murphy, Irena Yanushevskaya, Ailbhe Ni Chasaide, Christer Gobl

Comparative Analysis of Prosodic Characteristics Using WaveNet Embeddings

Antti Suni, Marcin Włodarczak, Martti Vainio, Juraj Simko

Dimensions of Prosodic Prominence in an Attractor Model

Simon Roessig, Doris Mücke, Lena Pagel

Survey Talk: Prosody Research and Applications: The State of the Art

Nigel G. Ward

Say What? A Dataset for Exploring the Error Patterns That Two ASR Engines Make

Meredith Moore, Michael Saxon, Hemanth Venkateswara, Visar Berisha, Sethuraman Panchanathan

Reliability of Clinical Voice Parameters Captured with Smartphones — Measurements of Added Noise and Spectral Tilt

Felix Schaeffler, Stephen Jannetts, Janet Beck

Analysis and Synthesis of Vocal Flutter and Vocal Jitter

Jean Schoentgen, Philipp Aichinger

Automatic Detection of Autism Spectrum Disorder in Children Using Acoustic and Text Features from Brief Natural Conversations

Sunghye Cho, Mark Liberman, Neville Ryant, Meredith Cola, Robert T. Schultz

Mel-Frequency Cepstral Coefficients of Voice Source Waveforms for Classification of Phonation Types in Speech

Sudarsana Reddy Kadiri, Paavo Alku

Aerodynamics and Lumped-Masses Combined with Delay Lines for Modeling Vertical and Anterior-Posterior Phase Differences in Pathological Vocal Fold Vibration

Carlo Drioli, Philipp Aichinger

Identifying Distinctive Acoustic and Spectral Features in Parkinson’s Disease

Yermiyahu Hauptman, Ruth Aloni-Lavi, Itshak Lapidot, Tanya Gurevich, Yael Manor

The DKU System for the Speaker Recognition Task of the 2019 VOiCES from a Distance Challenge

Danwei Cai, Xiaoyi Qin, Weicheng Cai, Ming Li

The JHU ASR System for VOiCES from a Distance Challenge 2019

Yiming Wang, David Snyder, Hainan Xu, Vimal Manohar, Phani Sankar Nidadavolu

The LeVoice Far-Field Speech Recognition System for VOiCES from a Distance Challenge 2019

Yulong Liang, Lin Yang, Xuyang Wang, Yingjie Li, Chen Jia

The I2R’s Submission to VOiCES Distance Speaker Recognition Challenge 2019

Hanwu Sun, Kah Kuan Teh, Ivan Kukanov, Huy Dat Tran

Intel Far-Field Speaker Recognition System for VOiCES Challenge 2019

Jonathan Huang, Tobias Bocklet

The JHU Speaker Recognition System for the VOiCES 2019 Challenge

David Snyder, Jesus Villalba, Nanxin Chen, Daniel Povey, Gregory Sell

Multi-Task Discriminative Training of Hybrid DNN-TVM Model for Speaker Verification with Noisy and Far-Field Speech

Arindam Jati, Raghuveer Peri, Monisankha Pal, Tae Jin Park, Naveen Kumar

The I2R’s ASR System for the VOiCES from a Distance Challenge 2019

Tze Yuang Chong, Kye Min Tan, Kah Kuan Teh, Chang Huai You, Hanwu Sun

The STC ASR System for the VOiCES from a Distance Challenge 2019

Ivan Medennikov, Yuri Khokhlov, Aleksei Romanenko, Ivan Sorokin, Anton Mitrofanov

Analysis of BUT Submission in Far-Field Scenarios of VOiCES 2019 Challenge

Pavel Matějka, Oldřich Plchot, Hossein Zeinali, Ladislav Mošner, Anna Silnova

STC Speaker Recognition Systems for the VOiCES from a Distance Challenge

Sergey Novoselov, Aleksei Gusev, Artem Ivanov, Timur Pekhovsky, Andrey Shulipa

The VOiCES from a Distance Challenge 2019

Mahesh Kumar Nandwana, Julien van Hout, Colleen Richey, Mitchell McLaren, Maria A. Barrios

The DKU-LENOVO Systems for the INTERSPEECH 2019 Computational Paralinguistic Challenge

Haiwei Wu, Weiqing Wang, Ming Li

Spatial, Temporal and Spectral Multiresolution Analysis for the INTERSPEECH 2019 ComParE Challenge

Marie-José Caraty, Claude Montacié

Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence

Dominik Schiller, Tobias Huber, Florian Lingenfelser, Michael Dietz, Andreas Seiderer

Instantaneous Phase and Long-Term Acoustic Cues for Orca Activity Detection

Rohan Kumar Das, Haizhou Li

Using Fisher Vector and Bag-of-Audio-Words Representations to Identify Styrian Dialects, Sleepiness, Baby & Orca Sounds

Gábor Gosztolya

Voice Quality and Between-Frame Entropy for Sleepiness Estimation

Vijay Ravi, Soo Jin Park, Amber Afshan, Abeer Alwan

Ordinal Triplet Loss: Investigating Sleepiness Detection from Speech

Peter Wu, SaiKrishna Rallabandi, Alan W. Black, Eric Nyberg

Using Attention Networks and Adversarial Augmentation for Styrian Dialect Continuous Sleepiness and Baby Sound Recognition

Sung-Lin Yeh, Gao-Yi Chao, Bo-Hao Su, Yu-Lin Huang, Meng-Han Lin

Styrian Dialect Classification: Comparing and Fusing Classifiers Based on a Feature Selection Using a Genetic Algorithm

Thomas Kisler, Raphael Winkelmann, Florian Schiel

Deep Neural Baselines for Computational Paralinguistics

Daniel Elsner, Stefan Langer, Fabian Ritz, Robert Mueller, Steffen Illium

Using Speech Production Knowledge for Raw Waveform Modelling Based Styrian Dialect Identification

S. Pavankumar Dubagunta, Mathew Magimai-Doss

The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity

Bjorn W. Schuller, Anton Batliner, Christian Bergler, Florian B. Pokorny, Jarek Krajewski

Physiology and Physics of Voice Production

Manfred Kaltenbacher

NUS Speak-to-Sing: A Web Platform for Personalized Speech-to-Singing Conversion

Chitralekha Gupta, Karthika Vijayan, Bidisha Sharma, Xiaoxue Gao, Haizhou Li

A System for Real-Time Privacy Preserving Data Collection for Ambient Assisted Living

Fasih Haider, Saturnino Luz

FarSpeech: Arabic Natural Language Processing for Live Arabic Speech

Mohamed Eldesouki, Naassih Gopee, Ahmed Ali, Kareem Darwish

Sound Tools eXtended (STx) 5.0 — A Powerful Sound Analysis Tool Optimized for Speech

Anton Noll, Jonathan Stuefer, Nicola Klingler, Hannah Leykum, Carina Lozo

Formant Pattern and Spectral Shape Ambiguity of Vowel Sounds, and Related Phenomena of Vowel Acoustics — Exemplary Evidence

Dieter Maurer, Heidy Suter, Christian d’Hereuse, Volker Dellwo

Online Speech Processing and Analysis Suite

Wikus Pienaar, Daan Wissing

Directional Audio Rendering Using a Neural Network Based Personalized HRTF

Geon Woo Lee, Jung Hyuk Lee, Seong Ju Kim, Hong Kook Kim

Analyzing Intra-Speaker and Inter-Speaker Vocal Tract Impedance Characteristics in a Low-Dimensional Feature Space Using t-SNE

Balamurali B.T., Jer-Ming Chen

ReMASC: Realistic Replay Attack Corpus for Voice Controlled Systems

Yuan Gong, Jian Yang, Jacob Huber, Mitchell MacKnight, Christian Poellabauer

Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms

Kevin Kilgour, Mauricio Zuluaga, Dominik Roblek, Matthew Sharifi

Understanding and Visualizing Raw Waveform-Based CNNs

Hannah Muckenhirn, Vinayak Abrol, Mathew Magimai-Doss, Sébastien Marcel

On the Use/Misuse of the Term ‘Phoneme’

Roger K. Moore, Lucy Skidmore

DeepLung: Smartphone Convolutional Neural Network-Based Inference of Lung Anomalies for Pulmonary Patients

Mohsin Y. Ahmed, Md. Mahbubur Rahman, Jilong Kuang

Acoustic Scene Classification with Mismatched Devices Using CliqueNets and Mixup Data Augmentation

Truc Nguyen, Franz Pernkopf

A Machine Learning Based Clustering Protocol for Determining Hearing Aid Initial Configurations from Pure-Tone Audiograms

Chelzy Belitz, Hussnain Ali, John H.L. Hansen

Multiview Shared Subspace Learning Across Speakers and Speech Commands

Krishna Somandepalli, Naveen Kumar, Arindam Jati, Panayiotis Georgiou, Shrikanth Narayanan

End-to-End Convolutional Sequence Learning for ASL Fingerspelling Recognition

Katerina Papadimitriou, Gerasimos Potamianos

Perceptual Adaptation to Device and Human Voices: Learning and Generalization of a Phonetic Shift Across Real and Voice-AI Talkers

Bruno Ferenc Segedin, Michelle Cohn, Georgia Zellou

The Different Roles of Expectations in Phonetic and Lexical Processing

Shiri Lev-Ari, Robin Dodsworth, Jeff Mielke, Sharon Peperkamp

Consonant Classification in Mandarin Based on the Depth Image Feature: A Pilot Study

Han-Chi Hsieh, Wei-Zhong Zheng, Ko-Chiang Chen, Ying-Hui Lai

A Perceptual Study of CV Syllables in Both Spoken and Whistled Speech: A Tashlhiyt Berber Perspective

Julien Meyer, Laure Dentel, Silvain Gerber, Rachid Ridouane

Place Shift as an Autonomous Process: Evidence from Japanese Listeners

Yuriko Yokoe

Automatic Detection of the Temporal Segmentation of Hand Movements in British English Cued Speech

Li Liu, Jianze Li, Gang Feng, Xiao-Ping Zhang

Analyzing Reaction Time and Error Sequences in Lexical Decision Experiments

L. ten Bosch, L. Boves, K. Mulder

Perception of Pitch Contours in Speech and Nonspeech

Daniel R. Turner, Ann R. Bradlow, Jennifer S. Cole

Quantifying Expectation Modulation in Human Speech Processing

M. Bentum, L. ten Bosch, A. van den Bosch, Mirjam Ernestus

Listening with Great Expectations: An Investigation of Word Form Anticipations in Naturalistic Speech

M. Bentum, L. ten Bosch, A. van den Bosch, Mirjam Ernestus