Interspeech 2020

1,035 papers

F0 Slope and Mean: Cues to Speech Segmentation in French

Maria del Mar Cordero, Fanny Meunier, Nicolas Grimault, Stéphane Pota, Elsa Spinelli

Whistled Vowel Identification by French Listeners

Anaïs Tran Ngoc, Julien Meyer, Fanny Meunier

Categorization of Whistled Consonants by French Speakers

Anaïs Tran Ngoc, Julien Meyer, Fanny Meunier

Attention to Indexical Information Improves Voice Recall

Grant L. McGuire, Molly Babel

Confidence Measure for Speech-to-Concept End-to-End Spoken Language Understanding

Antoine Caubrière, Yannick Estève, Antoine Laurent, Emmanuel Morin

An Effective Domain Adaptive Post-Training Method for BERT in Response Selection

Taesun Whang, Dongyub Lee, Chanhee Lee, Kisu Yang, Dongsuk Oh

Deep F-Measure Maximization for End-to-End Speech Understanding

Leda Sarı, Mark Hasegawa-Johnson

Unsupervised Domain Adaptation for Dialogue Sequence Labeling Based on Hierarchical Adversarial Training

Shota Orihashi, Mana Ihori, Tomohiro Tanaka, Ryo Masumura

Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding

Jin Cao, Jun Wang, Wael Hamza, Kelly Vanee, Shang-Wen Li

An Interactive Adversarial Reward Learning-Based Spoken Language Understanding System

Yu Wang, Yilin Shen, Hongxia Jin

Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding

Judith Gaspers, Quynh Do, Fabian Triefenbach

Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding

Xueli Jia, Jianzong Wang, Zhiyong Zhang, Ning Cheng, Jing Xiao

ASR Error Correction with Augmented Transformer for Entity Retrieval

Haoyu Wang, Shuyan Dong, Yue Liu, James Logan, Ashish Kumar Agrawal

Modeling ASR Ambiguity for Neural Dialogue State Tracking

Vaishali Pal, Fabien Guillot, Manish Shrivastava, Jean-Michel Renders, Laurent Besacier

Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification

Xu Li, Na Li, Jinghua Zhong, Xixin Wu, Xunying Liu

Blind Speech Signal Quality Estimation for Speaker Verification Systems

Galina Lavrentyeva, Marina Volkova, Anastasia Avdeeva, Sergey Novoselov, Artem Gorlanov

Speaker Re-Identification with Speaker Dependent Speech Enhancement

Yanpei Shi, Qiang Huang, Thomas Hain

Siamese X-Vector Reconstruction for Domain Adapted Speaker Recognition

Shai Rozenberg, Hagai Aronowitz, Ron Hoory

Segment Aggregation for Short Utterances Speaker Verification Using Raw Waveforms

Seung-Bin Kim, Jee-weon Jung, Hye-jin Shim, Ju-ho Kim, Ha-Jin Yu

Sum-Product Networks for Robust Automatic Speaker Identification

Aaron Nicolson, Kuldip K. Paliwal

Shouted Speech Compensation for Speaker Verification Robust to Vocal Effort Conditions

Santi Prieto, Alfonso Ortega, Iván López-Espejo, Eduardo Lleida

An Adaptive X-Vector Model for Text-Independent Speaker Verification

Bin Gu, Wu Guo, Fenglin Ding, Zhen-Hua Ling, Jun Du

Improving Multi-Scale Aggregation Using Feature Pyramid Module for Robust Speaker Verification of Variable-Duration Utterances

Youngmoon Jung, Seong Min Kye, Yeunju Choi, Myunghun Jung, Hoirin Kim

Improved RawNet with Feature Map Scaling for Text-Independent Speaker Verification Using Raw Waveforms

Jee-weon Jung, Seung-Bin Kim, Hye-jin Shim, Ju-ho Kim, Ha-Jin Yu

Self-Supervised Representations Improve End-to-End Speech Translation

Anne Wu, Changhan Wang, Juan Pino, Jiatao Gu

Pair Expansion for Learning Multilingual Semantic Embeddings Using Disjoint Visually-Grounded Speech Audio Datasets

Yasunori Ohishi, Akisato Kimura, Takahito Kawanishi, Kunio Kashino, David Harwath

Evaluating and Optimizing Prosodic Alignment for Automatic Dubbing

Marcello Federico, Yogesh Virkar, Robert Enyedi, Roberto Barra-Chicote

Self-Training for End-to-End Speech Translation

Juan Pino, Qiantong Xu, Xutai Ma, Mohammad Javad Dousti, Yun Tang

Contextualized Translation of Automatically Segmented Speech

Marco Gaido, Mattia A. Di Gangi, Matteo Negri, Mauro Cettolo, Marco Turchi

Investigating Self-Supervised Pre-Training for End-to-End Speech Translation

Ha Nguyen, Fethi Bougares, N. Tomashenko, Yannick Estève, Laurent Besacier

Efficient Wait-k Models for Simultaneous Machine Translation

Maha Elbayad, Laurent Besacier, Jakob Verbeek

A DNN-HMM-DNN Hybrid Model for Discovering Word-Like Units from Spoken Captions and Image Regions

Liming Wang, Mark Hasegawa-Johnson

Brain networks enabling speech perception in everyday settings

Barbara Shinn-Cunningham

Speaker-Aware Monaural Speech Separation

Jiahao Xu, Kun Hu, Chang Xu, Duc Chung Tran, Zhiyong Wang

Crossmodal Sound Retrieval Based on Specific Target Co-Occurrence Denoted with Weak Labels

Masahiro Yasuda, Yasunori Ohishi, Yuma Koizumi, Noboru Harada

Listen to What You Want: Neural Network-Based Universal Sound Selector

Tsubasa Ochiai, Marc Delcroix, Yuma Koizumi, Hiroaki Ito, Keisuke Kinoshita

Time-Domain Target-Speaker Speech Separation with Waveform-Based Speaker Embedding

Jianshu Zhao, Shengzhou Gao, Takahiro Shinozaki

A Unified Framework for Low-Latency Speaker Extraction in Cocktail Party Environments

Yunzhe Hao, Jiaming Xu, Jing Shi, Peng Zhang, Lei Qin

Listen, Watch and Understand at the Cocktail Party: Audio-Visual-Contextual Speech Separation

Chenda Li, Yanmin Qian

X-TaSNet: Robust and Accurate Time-Domain Speaker Extraction Network

Zining Zhang, Bingsheng He, Zhenjie Zhang

Multimodal Target Speech Separation with Voice and Face References

Leyuan Qu, Cornelius Weber, Stefan Wermter

Atss-Net: Target Speaker Separation via Attention-Based Neural Network

Tingle Li, Qingjian Lin, Yuanyuan Bao, Ming Li

SpEx+: A Complete Time Domain Speaker Extraction Network

Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang

An Investigation of the Virtual Lip Trajectories During the Production of Bilabial Stops and Nasal at Different Speaking Rates

Tilak Purohit, Prasanta Kumar Ghosh

Air-Tissue Boundary Segmentation in Real Time Magnetic Resonance Imaging Video Using 3-D Convolutional Neural Network

Renuka Mannem, Navaneetha Gaddam, Prasanta Kumar Ghosh

Regional Resonance of the Lower Vocal Tract and its Contribution to Speaker Characteristics

Lin Zhang, Kiyoshi Honda, Jianguo Wei, Seiji Adachi

Improved Model for Vocal Folds with a Polyp with Potential Application

Jônatas Santos, Jugurta Montalvão, Israel Santos

Coarticulation as Synchronised Sequential Target Approximation: An EMA Study

Zirui Liu, Yi Xu, Feng-fan Hsieh

Speaker Conditioned Acoustic-to-Articulatory Inversion Using x-Vectors

Aravind Illa, Prasanta Kumar Ghosh

Improving the Performance of Acoustic-to-Articulatory Inversion by Removing the Training Loss of Noncritical Portions of Articulatory Channels Dynamically

Qiang Fang

Two Different Mechanisms of Movable Mandible for Vocal-Tract Model with Flexible Tongue

Takayuki Arai

Enhancing Speech Intelligibility in Text-To-Speech Synthesis Using Speaking Style Conversion

Dipjyoti Paul, Muhammed P.V. Shifas, Yannis Pantazis, Yannis Stylianou

A Sound Engineering Approach to Near End Listening Enhancement

Carol Chermaz, Simon King

Adaptive Compressive Onset-Enhancement for Improved Speech Intelligibility in Noise and Reverberation

Felicitas Bederna, Henning Schepker, Christian Rollwage, Simon Doclo, Arne Pusch

Exploring Listeners’ Speech Rate Preferences

Olympia Simantiraki, Martin Cooke

Intelligibility-Enhancing Speech Modifications — The Hurricane Challenge 2.0

Jan Rennies, Henning Schepker, Cassia Valentini-Botinhao, Martin Cooke

iMetricGAN: Intelligibility Enhancement for Speech-in-Noise Using Generative Adversarial Network-Based Metric Learning

Haoyu Li, Szu-Wei Fu, Yu Tsao, Junichi Yamagishi

Optimization and Evaluation of an Intelligibility-Improving Signal Processing Approach (IISPA) for the Hurricane Challenge 2.0 with FADE

Marc René Schädler

Speech Driven Talking Head Generation via Attentional Landmarks Based Representation

Wentao Wang, Yan Wang, Jianqing Sun, QINGSONG LIU, Jiaen Liang

Face2Speech: Towards Multi-Speaker Text-to-Speech Synthesis Using an Embedding Vector Predicted from a Face Image

Shunsuke Goto, Kotaro Onishi, Yuki Saito, Kentaro Tachibana, Koichiro Mori

Speech-to-Singing Conversion Based on Boundary Equilibrium GAN

Da-Yi Wu, Yi-Hsuan Yang

Stochastic Talking Face Generation Using Latent Distribution Matching

Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde

XiaoiceSing: A High-Quality and Integrated Singing Voice Synthesis System

Peiling Lu, Jie Wu, Jian Luan, Xu Tan, Li Zhou

Prediction of Head Motion from Speech Waveforms with a Canonical-Correlation-Constrained Autoencoder

JinHong Lu, Hiroshi Shimodaira

Adversarially Trained Multi-Singer Sequence-to-Sequence Singing Synthesizer

Jie Wu, Jian Luan

Frame-Wise Online Unsupervised Adaptation of DNN-HMM Acoustic Model from Perspective of Robust Adaptive Filtering

Ryu Takeda, Kazunori Komatani

Achieving Multi-Accent ASR via Unsupervised Acoustic Model Adaptation

M.A. Tuğtekin Turan, Emmanuel Vincent, Denis Jouvet

Black-Box Adaptation of ASR for Accented Speech

Kartik Khandelwal, Preethi Jyothi, Abhijeet Awasthi, Sunita Sarawagi

Learning Fast Adaptation on Cross-Accented Speech Recognition

Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu, Zhaojiang Lin, Andrea Madotto

Unsupervised Domain Adaptation Under Label Space Mismatch for Speech Classification

Akhil Mathur, Nadia Berthouze, Nicholas D. Lane

Adaptive Speaker Normalization for CTC-Based Speech Recognition

Fenglin Ding, Wu Guo, Bin Gu, Zhen-Hua Ling, Jun Du

Speech Transformer with Speaker Aware Persistent Memory

Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq Joty, Eng Siong Chng

Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator

Yan Huang, Jinyu Li, Lei He, Wenning Wei, William Gale

Speaker Adaptive Training for Speech Recognition Based on Attention-Over-Attention Mechanism

Genshun Wan, Jia Pan, Qingran Wang, Jianqing Gao, Zhongfu Ye

Continual Learning in Automatic Speech Recognition

Samik Sadhu, Hynek Hermansky

Channel-Wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music

Haohe Liu, Lei Xie, Jian Wu, Geng Yang

Transfer Learning for Improving Singing-Voice Detection in Polyphonic Instrumental Music

Yuanbo Hou, Frank K. Soong, Jian Luan, Shengchen Li

DurIAN-SC: Duration Informed Attention Network Based Singing Voice Conversion System

Liqiang Zhang, Chengzhu Yu, Heng Lu, Chao Weng, Chunlei Zhang

Peking Opera Synthesis via Duration Informed Attention Network

Yusong Wu, Shengchen Li, Chengzhu Yu, Heng Lu, Chao Weng

Singing Synthesis: With a Little Help from my Attention

Orazio Angelini, Alexis Moinet, Kayoko Yanagisawa, Thomas Drugman

Deep Learning Based Open Set Acoustic Scene Classification

Zuzanna Kwiatkowska, Beniamin Kalinowski, Michał Kośmider, Krzysztof Rykaczewski

Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons’ Call Detection

Panagiotis Tzirakis, Alexander Shiarella, Robert Ewers, Bjorn W. Schuller

Attention-Driven Projections for Soundscape Classification

Dhanunjaya Varma Devalraju, Muralikrishna H., Padmanabhan Rajan, Dileep Aroor Dinesh

An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances

Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Xue Bai, Jun Du

Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification

Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee

Acoustic Scene Analysis with Multi-Head Attention Networks

Weimin Wang, Weiran Wang, Ming Sun, Chao Wang

Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network

Jivitesh Sharma, Ole-Christoffer Granmo, Morten Goodwin

ATReSN-Net: Capturing Attentive Temporal Relations in Semantic Neighborhood for Acoustic Scene Classification

Liwen Zhang, Jiqing Han, Ziqiang Shi

Acoustic Scene Classification Using Audio Tagging

Jee-weon Jung, Hye-jin Shim, Ju-ho Kim, Seung-Bin Kim, Ha-Jin Yu

Neural Architecture Search on Acoustic Scene Classification

Jixiang Li, Chuming Liang, Bo Zhang, Zhao Wang, Fei Xiang

Large Scale Evaluation of Importance Maps in Automatic Speech Recognition

Viet Anh Trinh, Michael I. Mandel

Automatic Estimation of Intelligibility Measure for Consonants in Speech

Ali Abavisani, Mark Hasegawa-Johnson

Predicting Intelligibility of Enhanced Speech Using Posteriors Derived from DNN-Based ASR System

Kenichi Arai, Shoko Araki, Atsunori Ogawa, Keisuke Kinoshita, Tomohiro Nakatani

End-to-End Speech Intelligibility Prediction Using Time-Domain Fully Convolutional Neural Networks

Mathias B. Pedersen, Morten Kolbæk, Asger H. Andersen, Søren H. Jensen, Jesper Jensen

Improving Speech Intelligibility Through Speaker Dependent and Independent Spectral Style Conversion

Tuan Dinh, Alexander Kain, Kris Tjaden

A Deep Learning Approach to Active Noise Control

Hao Zhang, Deliang Wang

ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication

Christian Bergler, Manuel Schmitt, Andreas Maier, Simeon Smeele, Volker Barth

Lite Audio-Visual Speech Enhancement

Shang-Yi Chuang, Yu Tsao, Chen-Chou Lo, Hsin-Min Wang

SEANet: A Multi-Modal Speech Enhancement Network

Marco Tagliasacchi, Yunpeng Li, Karolis Misiunas, Dominik Roblek

Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks

H. Schröter, T. Rosenkranz, A.N. Escalante-B., P. Zobel, Andreas Maier