Interspeech 2020

1,035 papers

Assessment of Parkinson’s Disease Medication State Through Automatic Speech Analysis

Anna Pompili, Rubén Solera-Ureña, Alberto Abad, Rita Cardoso, Isabel Guimarães

Raw Speech Waveform Based Classification of Patients with ALS, Parkinson’s Disease and Healthy Controls Using CNN-BLSTM

Jhansi Mallela, Aravind Illa, Yamini Belur, Nalini Atchayaram, Ravi Yadav

Autoencoder Bottleneck Features with Multi-Task Optimisation for Improved Continuous Dysarthric Speech Recognition

Zhengjun Yue, Heidi Christensen, Jon Barker

Tongue and Lip Motion Patterns in Alaryngeal Speech

Kristin J. Teplansky, Alan Wisler, Beiming Cao, Wendy Liang, Chad W. Whited

Prediction of Sleepiness Ratings from Voice by Man and Machine

Mark Huckvale, András Beke, Mirei Ikushima

Making a Distinction Between Schizophrenia and Bipolar Disorder Based on Temporal Parameters in Spontaneous Speech

Gábor Gosztolya, Anita Bagi, Szilvia Szalóki, István Szendi, Ildikó Hoffmann

Domain Adaptation for Enhancing Speech-Based Depression Detection in Natural Environmental Conditions Using Dilated CNNs

Zhaocheng Huang, Julien Epps, Dale Joachim, Brian Stasak, James R. Williamson

Affective Conditioning on Hierarchical Attention Networks Applied to Depression Detection from Transcribed Clinical Interviews

Danai Xezonaki, Georgios Paraskevopoulos, Alexandros Potamianos, Shrikanth Narayanan

Extended Study on the Use of Vocal Tract Variables to Quantify Neuromotor Coordination in Depression

Nadee Seneviratne, James R. Williamson, Adam C. Lammert, Thomas F. Quatieri, Carol Espy-Wilson

Squeeze for Sneeze: Compact Neural Networks for Cold and Flu Recognition

Merlin Albes, Zhao Ren, Bjorn W. Schuller, Nicholas Cummins

Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization

Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Kazuyoshi Yoshii

Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations

Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen

Improved Speech Enhancement Using TCN with Multiple Encoder-Decoder Layers

Vinith Kishore, Nitya Tiwari, Periyasamy Paramasivam

Sparse Mixture of Local Experts for Efficient Speech Enhancement

Aswin Sivaraman, Minje Kim

Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System

Mandar Gogate, Kia Dashtipour, Amir Hussain

Speech Enhancement with Stochastic Temporal Convolutional Networks

Julius Richter, Guillaume Carbajal, Timo Gerkmann

Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization

Ashutosh Pandey, Deliang Wang

HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks

Jiaqi Su, Zeyu Jin, Adam Finkelstein

A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement

Yu-Xuan Wang, Jun Du, Li Chai, Chin-Hui Lee, Jia Pan

Speech Enhancement Based on Beamforming and Post-Filtering by Combining Phase Information

Rui Cheng, Changchun Bao

Cross-Linguistic Perception of Utterances with Willingness and Reluctance in Mandarin by Korean L2 Learners

Wenqian Li, Jung-Yueh Tu

Cross-Linguistic Interaction Between Phonological Categorization and Orthography Predicts Prosodic Effects in the Acquisition of Portuguese Liquids by L1-Mandarin Learners

Chao Zhou, Silke Hamann

A Comparison of English Rhythm Produced by Native American Speakers and Mandarin ESL Primary School Learners

Hongwei Ding, Binghuai Lin, Liyuan Wang, Hui Wang, Ruomei Fang

Automatic Detection of Phonological Errors in Child Speech Using Siamese Recurrent Autoencoder

Si-Ioi Ng, Tan Lee

Perception of Japanese Consonant Length by Native Speakers of Korean Differing in Japanese Learning Experience

Kimiko Tsukada, Joo-Yeon Kim, Jeong-Im Han

Perception of English Fricatives and Affricates by Advanced Chinese Learners of English

Yizhou Lan

Audiovisual Correspondence Learning in Humans and Machines

Venkat Krishnamohan, Akshara Soman, Anshul Gupta, Sriram Ganapathy

Finding Intelligible Consonant-Vowel Sounds Using High-Quality Articulatory Synthesis

Daniel R. van Niekerk, Anqi Xu, Branislav Gerazov, Paul K. Krug, Peter Birkholz

Mobile-Assisted Prosody Training for Limited English Proficiency: Learner Background and Speech Learning Pattern

Kevin Hirschi, Okim Kang, Catia Cucchiarini, John H.L. Hansen, Keelan Evanini

Interactive Text-to-Speech System via Joint Style Analysis

Yang Gao, Weiyi Zheng, Zhaojun Yang, Thilo Köhler, Christian Fuegen

Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency

Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song

Controllable Neural Prosody Synthesis

Max Morrison, Zeyu Jin, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore

Controllable Neural Text-to-Speech Synthesis Using Intuitive Prosodic Features

Tuomo Raitio, Ramya Rasipuram, Dan Castellani

Discriminative Method to Extract Coarse Prosodic Structure and its Application for Statistical Phrase/Accent Command Estimation

Yuma Shirahata, Daisuke Saito, Nobuaki Minematsu

Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit

Zhen Zeng, Jianzong Wang, Ning Cheng, Jing Xiao

Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction

Yi Zhao, Haoyu Li, Cheng-I Lai, Jennifer Williams, Erica Cooper

Improving the Prosody of RNN-Based English Text-To-Speech Synthesis by Incorporating a BERT Model

Tom Kenter, Manish Sharma, Rob Clark

Dynamic Prosody Generation for Speech Synthesis Using Linguistics-Driven Acoustic Embedding Selection

Shubhi Tyagi, Marco Nicolis, Jonas Rohnke, Thomas Drugman, Jaime Lorenzo-Trueba

Speaking Speed Control of End-to-End Speech Synthesis Using Sentence-Level Conditioning

Jae-Sung Bae, Hanbin Bae, Young-Sun Joo, Junmo Lee, Gyeong-Hoon Lee

Transfer Learning of the Expressivity Using FLOW Metric Learning in Multispeaker Text-to-Speech Synthesis

Ajinkya Kulkarni, Vincent Colotte, Denis Jouvet

Joint Detection of Sentence Stress and Phrase Boundary for Prosody

Binghuai Lin, Liyuan Wang, Xiaoli Feng, Jinsong Zhang

CopyCat: Many-to-Many Fine-Grained Prosody Transfer for Neural Text-to-Speech

Sri Karlapati, Alexis Moinet, Arnaud Joly, Viacheslav Klimkov, Daniel Sáez-Trigueros

Voice Conversion Based Data Augmentation to Improve Children’s Speech Recognition in Limited Data Scenario

S. Shahnawazuddin, Nagaraj Adiga, Kunal Kumar, Aayushi Poddar, Waquar Ahmad

Context-Dependent Acoustic Modeling Without Explicit Phone Clustering

Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney

Incremental Machine Speech Chain Towards Enabling Listening While Speaking in Real-Time

Sashi Novitasari, Andros Tjandra, Tomoya Yanagita, Sakriani Sakti, Satoshi Nakamura

Domain Adaptation Using Class Similarity for Robust Speech Recognition

Han Zhu, Jiangjiang Zhao, Yuling Ren, Li Wang, Pengyuan Zhang

Speaker Code Based Speaker Adaptive Training Using Model Agnostic Meta-Learning

Huaxin Wu, Genshun Wan, Jia Pan

Utterance Confidence Measure for End-to-End Speech Recognition with Applications to Distributed Speech Recognition Scenarios

Ankur Kumar, Sachin Singh, Dhananjaya Gowda, Abhinav Garg, Shatrughan Singh

Do End-to-End Speech Recognition Models Care About Context?

Lasse Borgholt, Jakob D. Havtorn, Željko Agić, Anders Søgaard, Lars Maaløe

Class LM and Word Mapping for Contextual Biasing in End-to-End ASR

Rongqing Huang, Ossama Abdel-Hamid, Xinwei Li, Gunnar Evermann

Training Keyword Spotting Models on Non-IID Data with Federated Learning

Andrew Hard, Kurt Partridge, Cameron Nguyen, Niranjan Subrahmanya, Aishanee Shah

State Sequence Pooling Training of Acoustic Models for Keyword Spotting

Kuba Łopatka, Tobias Bocklet

Neural PLDA Modeling for End-to-End Speaker Verification

Shreyas Ramoji, Prashant Krishnan, Sriram Ganapathy

Improving On-Device Speaker Verification Using Federated Learning with Privacy

Filip Granqvist, Matt Seigel, Rogier van Dalen, Áine Cahill, Stephen Shum

A Machine of Few Words: Interactive Speaker Recognition with Reinforcement Learning

Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin

Variable Frame Rate-Based Data Augmentation to Handle Speaking-Style Variability for Automatic Speaker Verification

Amber Afshan, Jinxi Guo, Soo Jin Park, Vijay Ravi, Alan McCree

Why Did the x-Vector System Miss a Target Speaker? Impact of Acoustic Mismatch Upon Target Score on VoxCeleb Data

Rosa Gonzalez Hautamäki, Tomi Kinnunen

Strategies for End-to-End Text-Independent Speaker Verification

Weiwei Lin, Man-Wai Mak, Jen-Tzung Chien

MIRNet: Learning Multiple Identities Representations in Overlapped Speech

Hyewon Han, Soo-Whan Chung, Hong-Goo Kang

Adversarial Separation and Adaptation Network for Far-Field Speaker Verification

Lu Yi, Man-Wai Mak

Speaker-Utterance Dual Attention for Speaker and Utterance Verification

TIANCHI LIU, Rohan Kumar Das, Maulik Madhavi, Shengmei Shen, Haizhou Li

Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation

Rishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar

Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition

Ashish Mittal, Samarth Bharadwaj, Shreya Khare, Saneem Chemmengath, Karthik Sankaranarayanan

Analysis of Disfluency in Children’s Speech

Trang Tran, Morgan Tinkler, Gary Yeung, Abeer Alwan, Mari Ostendorf

Semantic Complexity in End-to-End Spoken Language Understanding

Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris

End-to-End Named Entity Recognition from English Speech

Hemant Yadav, Sreyan Ghosh, Yi Yu, Rajiv Ratn Shah

Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery Models

Thai Binh Nguyen, Quang Minh Nguyen, Thi Thu Hien Nguyen, Quoc Truong Do, Chi Mai Luong

Wake Word Detection with Alignment-Free Lattice-Free MMI

Yiming Wang, Hang Lv, Daniel Povey, Lei Xie, Sanjeev Khudanpur

Improved Learning of Word Embeddings with Word Definitions and Semantic Injection

Yichi Zhang, Yinpei Dai, Zhijian Ou, Huixin Wang, Junlan Feng

Abstractive Spoken Document Summarization Using Hierarchical Model with Multi-Stage Attention Diversity Optimization

Potsawee Manakul, Mark J.F. Gales, Linlin Wang

Multimodal Emotion Recognition Using Cross-Modal Attention and 1D Convolutional Neural Networks

Krishna D. N., Ankita Patil

Black-Box Attacks on Spoofing Countermeasures Using Transferability of Adversarial Examples

Yuekai Zhang, Ziyan Jiang, Jesus Villalba, Najim Dehak

x-Vectors Meet Adversarial Attacks: Benchmarking Adversarial Robustness in Speaker Verification

Jesus Villalba, Yuekai Zhang, Najim Dehak

Inaudible Adversarial Perturbations for Targeted Attack in Speaker Recognition

Qing Wang, Pengcheng Guo, Lei Xie

Self-Supervised Spoofing Audio Detection Scheme

Ziyue Jiang, Hongcheng Zhu, Li Peng, Wenbing Ding, Yanzhen Ren

Extrapolating False Alarm Rates in Automatic Speaker Verification

Alexey Sholokhov, Tomi Kinnunen, Ville Vestman, Kong Aik Lee

The Attacker’s Perspective on Automatic Speaker Verification: An Overview

Rohan Kumar Das, Xiaohai Tian, Tomi Kinnunen, Haizhou Li

Detecting Domain-Specific Credibility and Expertise in Text and Speech

Shengli Hu

Neural Representations of Dialogical History for Improving Upcoming Turn Acoustic Parameters Prediction

Simone Fuscone, Benoit Favre, Laurent Prevot

HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection

Asma Atamna, Chloé Clavel

Dimensional Emotion Prediction Based on Interactive Context in Conversation

Xiaohan Shi, Sixia Li, Jianwu Dang

Semi-Supervised Learning for Character Expression of Spoken Dialogue Systems

Kenta Yamamoto, Koji Inoue, Tatsuya Kawahara

Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition

Mingxin Zhang, Tomohiro Tanaka, Wenxin Hou, Shengzhou Gao, Takahiro Shinozaki

Entity Linking for Short Text Using Structured Knowledge Graph via Multi-Grained Text Matching

Binxuan Huang, Han Wang, Tong Wang, Yue Liu, Yang Liu

An Audio-Enriched BERT-Based Framework for Spoken Multiple-Choice Question Answering

Chia-Chih Kuo, Shang-Bao Luo, Kuan-Yu Chen

SpeechBERT: An Audio-and-Text Jointly Learned Language Model for End-to-End Spoken Question Answering

Yung-Sung Chuang, Chi-Liang Liu, Hung-yi Lee, Lin-shan Lee

F0 Patterns in Mandarin Statements of Mandarin and Cantonese Speakers

Yike Yang, Si Chen, Xi Chen

Tone Variations in Regionally Accented Mandarin

Yanping Li, Catherine T. Best, Michael D. Tyler, Denis Burnham

Prosodic Characteristics of Genuine and Mock (Im)polite Mandarin Utterances

Chengwei Xu, Wentao Gu

Phonetic Entrainment in Cooperative Dialogues: A Case of Russian

Alla Menshikova, Daniil Kocharov, Tatiana Kachkovskaia

Cues for Perception of Gender in Synthetic Voices and the Role of Identity

Maxwell Hope, Jason Lilley

Ongoing Phonologization of Word-Final Voicing Alternations in Two Romance Languages: Romanian and French

Mathilde Hutin, Adèle Jatteau, Ioana Vasilescu, Lori Lamel, Martine Adda-Decker

Malayalam-English Code-Switched: Grapheme to Phoneme System

Sreeja Manghat, Sreeram Manghat, Tanja Schultz

Rhythmic Convergence in Canadian French Varieties?

Svetlana Kaminskaïa

Characterization of Singaporean Children’s English: Comparisons to American and British Counterparts Using Archetypal Analysis

Yuling Gu, Nancy F. Chen

Phonetic Accommodation of L2 German Speakers to the Virtual Language Learning Tutor Mirabella

Iona Gessinger, Bernd Möbius, Bistra Andreeva, Eran Raveh, Ingmar Steiner

Empirical Interpretation of Speech Emotion Perception with Attention Based Model for Speech Emotion Recognition

Md. Asif Jalal, Rosanna Milner, Thomas Hain

Learning to Recognize Per-Rater’s Emotion Perception Using Co-Rater Training Strategy with Soft and Hard Labels

Huang-Cheng Chou, Chi-Chun Lee

Comparison of Glottal Source Parameter Values in Emotional Vowels

Yongwei Li, Jianhua Tao, Bin Liu, Donna Erickson, Masato Akagi

Using Speech Enhancement Preprocessing for Speech Emotion Recognition in Realistic Noisy Conditions

Hengshun Zhou, Jun Du, Yan-Hui Tu, Chin-Hui Lee