Interspeech 2019

965 papers

Benchmarking Benchmarks: Introducing New Automatic Indicators for Benchmarking Spoken Language Understanding Corpora

Frédéric Béchet, Christian Raymond

Investigating Linguistic and Semantic Features for Turn-Taking Prediction in Open-Domain Human-Computer Conversation

S. Zahra Razavi, Benjamin Kane, Lenhart K. Schubert

Large-Scale Visual Speech Recognition

Brendan Shillingford, Yannis Assael, Matthew W. Hoffman, Thomas Paine, Cían Hughes

On the Use of Pitch Features for Disordered Speech Recognition

Shansong Liu, Shoukang Hu, Xunying Liu, Helen Meng

Video-Driven Speech Reconstruction Using Generative Adversarial Networks

Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Maja Pantic

Exploiting Visual Features Using Bayesian Gated Neural Networks for Disordered Speech Recognition

Shansong Liu, Shoukang Hu, Yi Wang, Jianwei Yu, Rongfeng Su

Parrotron: An End-to-End Speech-to-Speech Conversion Model and its Applications to Hearing-Impaired Speech and Speech Separation

Fadi Biadsy, Ron J. Weiss, Pedro J. Moreno, Dimitri Kanvesky, Ye Jia

Deep Sensing of Breathing Signal During Conversational Speech

Venkata Srikanth Nallanthighal, Aki Härmä, Helmer Strik

Automatic Hierarchical Attention Neural Network for Detecting AD

Yilin Pan, Bahman Mirheidari, Markus Reuber, Annalena Venneri, Daniel Blackburn

Synchronising Audio and Ultrasound by Learning Cross-Modal Embeddings

Aciel Eshky, Manuel Sam Ribeiro, Korin Richmond, Steve Renals

“Computer, Test My Hearing”: Accurate Speech Audiometry with Smart Speakers

Jasper Ooster, Pia Nancy Porysek Moreta, Jörg-Hendrik Bach, Inga Holube, Bernd T. Meyer

Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition

Pingchuan Ma, Stavros Petridis, Maja Pantic

An Attention-Based Hybrid Network for Automatic Detection of Alzheimer’s Disease from Narrative Speech

Jun Chen, Ji Zhu, Jieping Ye

A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification

Xiaoxiao Miao, Ian McLoughlin, Yonghong Yan

Joint Optimization of Neural Acoustic Beamforming and Dereverberation with x-Vectors for Robust Speaker Verification

Joon-Young Yang, Joon-Hyuk Chang

Deep Learning Based Multi-Channel Speaker Recognition in Noisy and Reverberant Environments

Hassan Taherian, Zhong-Qiu Wang, Deliang Wang

Towards a Fault-Tolerant Speaker Verification System: A Regularization Approach to Reduce the Condition Number

Siqi Zheng, Gang Liu, Hongbin Suo, Yun Lei

Auto-Encoding Nearest Neighbor i-Vectors for Speaker Verification

Umair Khan, Miquel India, Javier Hernando

Investigation on Blind Bandwidth Extension with a Non-Linear Function and its Evaluation of x-Vector-Based Speaker Verification

Ryota Kaminishi, Haruna Miyamoto, Sayaka Shiota, Hitoshi Kiya

Two-Stage Training for Chinese Dialect Recognition

Zongze Ren, Guofu Yang, Shugong Xu

Far-Field End-to-End Text-Dependent Speaker Verification Based on Mixed Training Data with Transfer Learning and Enrollment Data Augmentation

Xiaoyi Qin, Danwei Cai, Ming Li

An Effective Deep Embedding Learning Architecture for Speaker Verification

Yiheng Jiang, Yan Song, Ian McLoughlin, Zhifu Gao, Li-Rong Dai

End-to-End Losses Based on Speaker Basis Vectors and All-Speaker Hard Negative Mining for Speaker Verification

Hee-soo Heo, Jee-weon Jung, IL-ho Yang, Sung-hyun Yoon, Hye-jin Shim

Spatial Pyramid Encoding with Convex Length Normalization for Text-Independent Speaker Verification

Youngmoon Jung, Younggwan Kim, Hyungjun Lim, Yeunju Choi, Hoirin Kim

Language Recognition Using Triplet Neural Networks

Victoria Mingote, Diego Castan, Mitchell McLaren, Mahesh Kumar Nandwana, Alfonso Ortega

VAE-Based Regularization for Deep Speaker Embedding

Yang Zhang, Lantian Li, Dong Wang

Combining Speaker Recognition and Metric Learning for Speaker-Dependent Representation Learning

Joao Monteiro, Jahangir Alam, Tiago H. Falk

Adversarial Regularization for End-to-End Robust Speaker Verification

Qing Wang, Pengcheng Guo, Sining Sun, Lei Xie, John H.L. Hansen

Three’s a Crowd? Effects of a Second Human on Vocal Accommodation with a Voice Assistant

Eran Raveh, Ingo Siegert, Ingmar Steiner, Iona Gessinger, Bernd Möbius

Mirroring to Build Trust in Digital Assistants

Katherine Metcalf, Barry-John Theobald, Garrett Weinberg, Robert Lee, Ing-marie Jonsson

CNN-BLSTM Based Question Detection from Dialogs Considering Phase and Context Information

Yuke Si, Longbiao Wang, Jianwu Dang, Mengfei Wu, Aijun Li

The Greennn Tree — Lengthening Position Influences Uncertainty Perception

Simon Betz, Sina Zarrieß, Eva Szekely, Petra Wagner

Pitch Accent Trajectories Across Different Conditions of Visibility and Information Structure — Evidence from Spontaneous Dyadic Interaction

Petra Wagner, Nataliya Bryhadyr, Marin Schröer

Fundamental Frequency Accommodation in Multi-Party Human-Robot Game Interactions: The Effect of Winning or Losing

Omnia Ibrahim, Gabriel Skantze, Sabine Stoll, Volker Dellwo

The Vowel System of Korebaju

Jenifer Vega Rodríguez

Vowel-Tone Interaction in Two Tibeto-Burman Languages

Wendy Lalhminghlui, Viyazonuo Terhiija, Priyankoo Sarmah

Luciana Albuquerque, Catarina Oliveira, António Teixeira, Pedro Sa-Couto, Daniela Figueiredo

Vowels and Diphthongs in the Xupu Xiang Chinese Dialect

Zhenrui Zhang, Fang Hu

Frication as a Vowel Feature? — Evidence from the Rui’an Wu Chinese Dialect

Fang Hu, Youjue He

Sentence Prosody and Wh-Indeterminates in Taiwan Mandarin

Yu-Yin Hsu, Anqi Xu

Disentangling Style Factors from Speaker Representations

Jennifer Williams, Simon King

Using the Bag-of-Audio-Word Feature Representation of ASR DNN Posteriors for Paralinguistic Classification

Gábor Gosztolya

Robust Speech Emotion Recognition Under Different Encoding Conditions

Christopher Oates, Andreas Triantafyllopoulos, Ingmar Steiner, Bjorn W. Schuller

Pyramid Memory Block and Timestep Attention for Speech Emotion Recognition

Miao Cao, Chun Yang, Fang Zhou, Xu-Cheng Yin

Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN

Mousmita Sarma, Pegah Ghahremani, Daniel Povey, Nagendra Kumar Goel, Kandarpa Kumar Sarma

Direct Modelling of Speech Emotion from Raw Speech

Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps

Who Needs Words? Lexicon-Free Speech Recognition

Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert

Scalable Multi Corpora Neural Language Models for ASR

Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow

Language Modeling with Deep Transformers

Kazuki Irie, Albert Zeyer, Ralf Schlüter, Hermann Ney

Improved Deep Duel Model for Rescoring N-Best Speech Recognition List Using Backward LSTMLM and Ensemble Encoders

Atsunori Ogawa, Marc Delcroix, Shigeki Karita, Tomohiro Nakatani

Survey Talk: Reaching Over the Gap: Cross- and Interdisciplinary Research on Human and Automatic Speech Processing

Odette Scharenborg

Vocal Biomarker Assessment Following Pediatric Traumatic Brain Injury: A Retrospective Cohort Study

Camille Noufi, Adam C. Lammert, Daryush D. Mehta, James R. Williamson, Gregory Ciccarelli

Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech

Daniel Korzekwa, Roberto Barra-Chicote, Bozena Kostek, Thomas Drugman, Mateusz Lajszczak

Child Speech Disorder Detection with Siamese Recurrent Network Using Speech Attribute Features

Jiarui Wang, Ying Qin, Zhiyuan Peng, Tan Lee

Towards the Speech Features of Mild Cognitive Impairment: Universal Evidence from Structured and Unstructured Connected Speech of Chinese

Tianqi Wang, Chongyuan Lian, Jingshen Pan, Quanlei Yan, Feiqi Zhu

Study of the Performance of Automatic Speech Recognition Systems in Speakers with Parkinson’s Disease

Laureano Moro-Velazquez, Jaejin Cho, Shinji Watanabe, Mark A. Hasegawa-Johnson, Odette Scharenborg

Prosodic Characteristics of Mandarin Declarative and Interrogative Utterances in Parkinson’s Disease

Lei Liu, Meng Jian, Wentao Gu

Parameter-Transfer Learning for Low-Resource Individualization of Head-Related Transfer Functions

Xiaoke Qi, Lu Wang

Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events

Hongwei Song, Jiqing Han, Shiwen Deng, Zhihao Du

Multi-Scale Time-Frequency Attention for Acoustic Event Detection

Jingyang Zhang, Wenhao Ding, Jintao Kang, Liang He

Subspace Pooling Based Temporal Features Extraction for Audio Event Recognition

Qiuying Shi, Hui Luo, Jiqing Han

Spatio-Temporal Attention Pooling for Audio Scene Classification

Huy Phan, Oliver Y. Chén, Lam Pham, Philipp Koch, Maarten De Vos

Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition

Zheng Lian, Jianhua Tao, Bin Liu, Jian Huang

Sequence-to-Sequence Learning via Attention Transfer for Incremental Speech Recognition

Sashi Novitasari, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura

Contextual Recovery of Out-of-Lattice Named Entities in Automatic Speech Recognition

Jack Serrino, Leonid Velikovich, Petar Aleksic, Cyril Allauzen

Vectorized Beam Search for CTC-Attention-Based Speech Recognition

Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Niko Moritz, Jonathan Le Roux

Real-Time One-Pass Decoder for Speech Recognition Using LSTM Language Models

Javier Jorge, Adrià Giménez, Javier Iranzo-Sánchez, Jorge Civera, Albert Sanchis

GPU-Based WFST Decoding with Extra Large Language Model

Daisuke Fukunaga, Yoshiki Tanaka, Yuichi Kageyama

Lattice Re-Scoring During Manual Editing for Automatic Error Correction of ASR Transcripts

Anna V. Rúnarsdóttir, Inga R. Helgadóttir, Jón Guðnason

Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR

Felix Weninger, Jesus Andres-Ferrer, Xinwei Li, Puming Zhan

On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition

Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan, Antoine Bruguier, David Rybach

Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition

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

Semi-Supervised Sequence-to-Sequence ASR Using Unpaired Speech and Text

Murali Karthick Baskar, Shinji Watanabe, Ramón Astudillo, Takaaki Hori, Lukas Burget

Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions

Awni Hannun, Ann Lee, Qiantong Xu, Ronan Collobert

Advancing Sequence-to-Sequence Based Speech Recognition

Zoltán Tüske, Kartik Audhkhasi, George Saon

A Phonetic-Level Analysis of Different Input Features for Articulatory Inversion

Abdolreza Sabzi Shahrebabaki, Negar Olfati, Ali Shariq Imran, Sabato Marco Siniscalchi, Torbjørn Svendsen

Articulatory Copy Synthesis Based on a Genetic Algorithm

Yingming Gao, Simon Stone, Peter Birkholz

Perceptual Optimization of an Enhanced Geometric Vocal Fold Model for Articulatory Speech Synthesis

Peter Birkholz, Susanne Drechsel, Simon Stone

An Extended Two-Dimensional Vocal Tract Model for Fast Acoustic Simulation of Single-Axis Symmetric Three-Dimensional Tubes

Debasish Ray Mohapatra, Victor Zappi, Sidney Fels

Survey Talk: Realistic Physics-Based Computational Voice Production

Oriol Guasch

End-to-End Multilingual Multi-Speaker Speech Recognition

Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey

Multi-Graph Decoding for Code-Switching ASR

Emre Yılmaz, Samuel Cohen, Xianghu Yue, David A. van Leeuwen, Haizhou Li

Semi-Supervised Acoustic Model Training for Five-Lingual Code-Switched ASR

Astik Biswas, Emre Yılmaz, Febe de Wet, Ewald van der Westhuizen, Thomas Niesler

Code-Switching Detection Using ASR-Generated Language Posteriors

Qinyi Wang, Emre Yılmaz, Adem Derinel, Haizhou Li

Variational Attention Using Articulatory Priors for Generating Code Mixed Speech Using Monolingual Corpora

SaiKrishna Rallabandi, Alan W. Black

Linguistically Motivated Parallel Data Augmentation for Code-Switch Language Modeling

Grandee Lee, Xianghu Yue, Haizhou Li

Improving Code-Switched Language Modeling Performance Using Cognate Features

Victor Soto, Julia Hirschberg

Sound Privacy: A Conversational Speech Corpus for Quantifying the Experience of Privacy

Pablo Pérez Zarazaga, Sneha Das, Tom Bäckström, V. V. Vidyadhara Raju, Anil Kumar Vuppala

Extracting Mel-Frequency and Bark-Frequency Cepstral Coefficients from Encrypted Signals

Patricia Thaine, Gerald Penn

Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification

Alexandru Nelus, Janek Ebbers, Reinhold Haeb-Umbach, Rainer Martin

Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification

Alexandru Nelus, Silas Rech, Timm Koppelmann, Henrik Biermann, Rainer Martin

Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?

Brij Mohan Lal Srivastava, Aurélien Bellet, Marc Tommasi, Emmanuel Vincent

The GDPR & Speech Data: Reflections of Legal and Technology Communities, First Steps Towards a Common Understanding

Andreas Nautsch, Catherine Jasserand, Els Kindt, Massimiliano Todisco, Isabel Trancoso

Learning Natural Language Interfaces with Neural Models

Mirella Lapata

Adjusting Pleasure-Arousal-Dominance for Continuous Emotional Text-to-Speech Synthesizer

Azam Rabiee, Tae-Ho Kim, Soo-Young Lee

Unbabel Talk — Human Verified Translations for Voice Instant Messaging

Luís Bernardo, Mathieu Giquel, Sebastião Quintas, Paulo Dimas, Helena Moniz

Synthesized Spoken Names: Biases Impacting Perception

Lucas Kessler, Cecilia Ovesdotter Alm, Reynold Bailey

Off the Cuff: Exploring Extemporaneous Speech Delivery with TTS

Eva Szekely, Gustav Eje Henter, Jonas Beskow, Joakim Gustafson

GFM-Voc: A Real-Time Voice Quality Modification System

Olivier Perrotin, Ian McLoughlin

Web-Based Speech Synthesis Editor

Martin Gruber, Jakub Vit, Jindřich Matoušek