Interspeech 2019

965 papers

PASCAL and DPA: A Pilot Study on Using Prosodic Competence Scores to Predict Communicative Skills for Team Working and Public Speaking

Oliver Niebuhr, Jan Michalsky

Phonetic Accommodation in a Wizard-of-Oz Experiment: Intonation and Segments

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

Tracking the New Zealand English NEAR/SQUARE Merger Using Functional Principal Components Analysis

Michele Gubian, Jonathan Harrington, Mary Stevens, Florian Schiel, Paul Warren

Sibilant Variation in New Englishes: A Comparative Sociophonetic Study of Trinidadian and American English /s(tr)/-Retraction

Wiebke Ahlers, Philipp Meer

Listeners’ Ability to Identify the Gender of Preadolescent Children in Different Linguistic Contexts

Shawn Nissen, Sharalee Blunck, Anita Dromey, Christopher Dromey

Improving Unsupervised Subword Modeling via Disentangled Speech Representation Learning and Transformation

Siyuan Feng, Tan Lee

Towards Bilingual Lexicon Discovery From Visually Grounded Speech Audio

Emmanuel Azuh, David Harwath, James Glass

Building Large-Vocabulary ASR Systems for Languages Without Any Audio Training Data

Manasa Prasad, Daan van Esch, Sandy Ritchie, Jonas Fromseier Mortensen

Speaker Adversarial Training of DPGMM-Based Feature Extractor for Zero-Resource Languages

Yosuke Higuchi, Naohiro Tawara, Tetsunori Kobayashi, Tetsuji Ogawa

Bayesian Subspace Hidden Markov Model for Acoustic Unit Discovery

Lucas Ondel, hari Krishna Vydana, Lukas Burget, Jan Černocký

SparseSpeech: Unsupervised Acoustic Unit Discovery with Memory-Augmented Sequence Autoencoders

Benjamin Milde, Chris Biemann

Large-Scale Mixed-Bandwidth Deep Neural Network Acoustic Modeling for Automatic Speech Recognition

Khoi-Nguyen C. Mac, Xiaodong Cui, Wei Zhang, Michael Picheny

Large Margin Training for Attention Based End-to-End Speech Recognition

Peidong Wang, Jia Cui, Chao Weng, Dong Yu

Speaker Adaptation for Attention-Based End-to-End Speech Recognition

Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong

Auxiliary Interference Speaker Loss for Target-Speaker Speech Recognition

Naoyuki Kanda, Shota Horiguchi, Ryoichi Takashima, Yusuke Fujita, Kenji Nagamatsu

RWTH ASR Systems for LibriSpeech: Hybrid vs Attention

Christoph Lüscher, Eugen Beck, Kazuki Irie, Markus Kitza, Wilfried Michel

Untranscribed Web Audio for Low Resource Speech Recognition

Andrea Carmantini, Peter Bell, Steve Renals

A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews

Adria Mallol-Ragolta, Ziping Zhao, Lukas Stappen, Nicholas Cummins, Bjorn W. Schuller

A Saliency-Based Attention LSTM Model for Cognitive Load Classification from Speech

Ascension Gallardo-Antolin, Juan Manuel Montero

Attentive to Individual: A Multimodal Emotion Recognition Network with Personalized Attention Profile

Jeng-Lin Li, Chi-Chun Lee

Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition

Ziping Zhao, Zhongtian Bao, Zixing Zhang, Nicholas Cummins, Haishuai Wang

Survey Talk: When Attention Meets Speech Applications: Speech & Speaker Recognition Perspective

Kyu J. Han, Ramon Prieto, Tao Ma

A Speaker-Dependent WaveNet for Voice Conversion with Non-Parallel Data

Xiaohai Tian, Eng Siong Chng, Haizhou Li

Quasi-Periodic WaveNet Vocoder: A Pitch Dependent Dilated Convolution Model for Parametric Speech Generation

YI-CHIAO WU, Tomoki Hayashi, Patrick Lumban Tobing, Kazuhiro Kobayashi, Tomoki Toda

Analysis by Adversarial Synthesis — A Novel Approach for Speech Vocoding

Ahmed Mustafa, Arijit Biswas, Christian Bergler, Julia Schottenhamml, Andreas Maier

Expediting TTS Synthesis with Adversarial Vocoding

Paarth Neekhara, Chris Donahue, Miller Puckette, Shlomo Dubnov, Julian McAuley

Towards Achieving Robust Universal Neural Vocoding

Jaime Lorenzo-Trueba, Thomas Drugman, Javier Latorre, Thomas Merritt, Bartosz Putrycz

High Quality, Lightweight and Adaptable TTS Using LPCNet

Zvi Kons, Slava Shechtman, Alex Sorin, Carmel Rabinovitz, Ron Hoory

Data Augmentation Using GANs for Speech Emotion Recognition

Aggelina Chatziagapi, Georgios Paraskevopoulos, Dimitris Sgouropoulos, Georgios Pantazopoulos, Malvina Nikandrou

Excitation Source and Vocal Tract System Based Acoustic Features for Detection of Nasals in Continuous Speech

Bhanu Teja Nellore, Sri Harsha Dumpala, Karan Nathwani, Suryakanth V. Gangashetty

Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks

Santiago Pascual, Mirco Ravanelli, Joan Serrà, Antonio Bonafonte, Yoshua Bengio

Glottal Closure Instants Detection from Speech Signal by Deep Features Extracted from Raw Speech and Linear Prediction Residual

Gurunath Reddy M., K. Sreenivasa Rao, Partha Pratim Das

Harmonic-Aligned Frame Mask Based on Non-Stationary Gabor Transform with Application to Content-Dependent Speaker Comparison

Feng Huang, Peter Balazs

An Unsupervised Autoregressive Model for Speech Representation Learning

Yu-An Chung, Wei-Ning Hsu, Hao Tang, James Glass

SPEAK YOUR MIND! Towards Imagined Speech Recognition with Hierarchical Deep Learning

Pramit Saha, Muhammad Abdul-Mageed, Sidney Fels

Hush-Hush Speak: Speech Reconstruction Using Silent Videos

Shashwat Uttam, Yaman Kumar, Dhruva Sahrawat, Mansi Aggarwal, Rajiv Ratn Shah

Individual Differences of Airflow and Sound Generation in the Vocal Tract of Sibilant /s/

Tsukasa Yoshinaga, Kazunori Nozaki, Shigeo Wada

Individual Difference of Relative Tongue Size and its Acoustic Effects

Xiaohan Zhang, Chongke Bi, Kiyoshi Honda, Wenhuan Lu, Jianguo Wei

An Investigation on Speaker Specific Articulatory Synthesis with Speaker Independent Articulatory Inversion

Aravind Illa, Prasanta Kumar Ghosh

Individual Variation in Cognitive Processing Style Predicts Differences in Phonetic Imitation of Device and Human Voices

Cathryn Snyder, Michelle Cohn, Georgia Zellou

Simultaneous Denoising and Dereverberation for Low-Latency Applications Using Frame-by-Frame Online Unified Convolutional Beamformer

Tomohiro Nakatani, Keisuke Kinoshita

Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function

Masahito Togami, Tatsuya Komatsu

Exploiting Multi-Channel Speech Presence Probability in Parametric Multi-Channel Wiener Filter

Saeed Bagheri, Daniele Giacobello

Multi-Channel Block-Online Source Extraction Based on Utterance Adaptation

Juan M. Martín-Doñas, Jens Heitkaemper, Reinhold Haeb-Umbach, Angel M. Gomez, Antonio M. Peinado

On Nonlinear Spatial Filtering in Multichannel Speech Enhancement

Kristina Tesch, Robert Rehr, Timo Gerkmann

Multi-Channel Speech Enhancement Using Time-Domain Convolutional Denoising Autoencoder

Naohiro Tawara, Tetsunori Kobayashi, Tetsuji Ogawa

Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition

Yonatan Belinkov, Ahmed Ali, James Glass

Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition

Niko Moritz, Takaaki Hori, Jonathan Le Roux

Jasper: An End-to-End Convolutional Neural Acoustic Model

Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev

Very Deep Self-Attention Networks for End-to-End Speech Recognition

Ngoc-Quan Pham, Thai-Son Nguyen, Jan Niehues, Markus Müller, Alex Waibel

Survey Talk: Modeling in Automatic Speech Recognition: Beyond Hidden Markov Models

Ralf Schlüter

Predicting Group-Level Skin Attention to Short Movies from Audio-Based LSTM-Mixture of Experts Models

Ricardo Kleinlein, Cristina Luna Jiménez, Juan Manuel Montero, Zoraida Callejas, Fernando Fernández-Martínez

Explaining Sentiment Classification

Marvin Rajwadi, Cornelius Glackin, Julie Wall, Gérard Chollet, Nigel Cannings

Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts

Jilt Sebastian, Piero Pierucci

Detecting Topic-Oriented Speaker Stance in Conversational Speech

Catherine Lai, Beatrice Alex, Johanna D. Moore, Leimin Tian, Tatsuro Hori

Expressiveness Influences Human Vocal Alignment Toward voice-AI

Michelle Cohn, Georgia Zellou

God as Interlocutor — Real or Imaginary? Prosodic Markers of Dialogue Speech and Expected Efficacy in Spoken Prayer

Oliver Niebuhr, Uffe Schjoedt

The Dependability of Voice on Elders’ Acceptance of Humanoid Agents

Anna Esposito, Terry Amorese, Marialucia Cuciniello, Maria Teresa Riviello, Antonietta M. Esposito

Sustained Vowel Game: A Computer Therapy Game for Children with Dysphonia

Vanessa Lopes, Joao Magalhaes, Sofia Cavaco

Automated Estimation of Oral Reading Fluency During Summer Camp e-Book Reading with MyTurnToRead

Anastassia Loukina, Beata Beigman Klebanov, Patrick Lange, Yao Qian, Binod Gyawali

Ultrasound Tongue Imaging for Diarization and Alignment of Child Speech Therapy Sessions

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

Improving ASR Systems for Children with Autism and Language Impairment Using Domain-Focused DNN Transfer Techniques

Robert Gale, Liu Chen, Jill Dolata, Jan van Santen, Meysam Asgari

A Frequency Normalization Technique for Kindergarten Speech Recognition Inspired by the Role of foin Vowel Perception

Gary Yeung, Abeer Alwan

Advances in Automatic Speech Recognition for Child Speech Using Factored Time Delay Neural Network

Fei Wu, Leibny Paola García-Perera, Daniel Povey, Sanjeev Khudanpur

Statistical Approach to Speech Synthesis: Past, Present and Future

Keiichi Tokuda