Interspeech 2019

965 papers

CaptionAI: A Real-Time Multilingual Captioning Application

Nagendra Kumar Goel, Mousmita Sarma, Saikiran Valluri, Dharmeshkumar Agrawal, Steve Braich

The SAIL LABS Media Mining Indexer and the CAVA Framework

Erinc Dikici, Gerhard Backfried, Jürgen Riedler

Multimedia Simultaneous Translation System for Minority Language Communication with Mandarin

Shen Huang, Bojie Hu, Shan Huang, Pengfei Hu, Jian Kang

Framework for Conducting Tasks Requiring Human Assessment

Martin Gruber, Adam Chýlek, Jindřich Matoušek

Elpis, an Accessible Speech-to-Text Tool

Ben Foley, Alina Rakhi, Nicholas Lambourne, Nicholas Buckeridge, Janet Wiles

End-to-End Music Source Separation: Is it Possible in the Waveform Domain?

Francesc Lluís, Jordi Pons, Xavier Serra

End-to-End Monaural Speech Separation with Multi-Scale Dynamic Weighted Gated Dilated Convolutional Pyramid Network

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu, Shoji Hayakawa

Which Ones Are Speaking? Speaker-Inferred Model for Multi-Talker Speech Separation

Jing Shi, Jiaming Xu, Bo Xu

Probabilistic Permutation Invariant Training for Speech Separation

Midia Yousefi, Soheil Khorram, John H.L. Hansen

Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features

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

Towards Joint Sound Scene and Polyphonic Sound Event Recognition

Helen L. Bear, Inês Nolasco, Emmanouil Benetos

CNN-LSTM Models for Multi-Speaker Source Separation Using Bayesian Hyper Parameter Optimization

Jeroen Zegers, Hugo Van hamme

Influence of Speaker-Specific Parameters on Speech Separation Systems

David Ditter, Timo Gerkmann

Evaluating Audiovisual Source Separation in the Context of Video Conferencing

Berkay İnan, Milos Cernak, Helmut Grabner, Helena Peic Tukuljac, Rodrigo C.G. Pena

A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation

Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu

A Modified Algorithm for Multiple Input Spectrogram Inversion

Dongxiao Wang, Hirokazu Kameoka, Koichi Shinoda

Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis

Suhas B.N., Deep Patel, Nithin Rao, Yamini Belur, Pradeep Reddy

Automatic Depression Level Detection via ℓp-Norm Pooling

Mingyue Niu, Jianhua Tao, Bin Liu, Cunhang Fan

Hypernasality Severity Detection Using Constant Q Cepstral Coefficients

Akhilesh Kumar Dubey, S.R. Mahadeva Prasanna, S. Dandapat

Parallel vs. Non-Parallel Voice Conversion for Esophageal Speech

Luis Serrano, Sneha Raman, David Tavarez, Eva Navas, Inma Hernaez

Nasal Air Emission in Sibilant Fricatives of Cleft Lip and Palate Speech

Sishir Kalita, Protima Nomo Sudro, S.R. Mahadeva Prasanna, S. Dandapat

Intragestural Variation in Natural Sentence Production: Essential Tremor Patients Treated with DBS

Anne Hermes, Doris Mücke, Tabea Thies, Michael T. Barbe

Acoustic Characteristics of Lexical Tone Disruption in Mandarin Speakers After Brain Damage

Wenjun Chen, Jeroen van de Weijer, Shuangshuang Zhu, Qian Qian, Manna Wang

Towards the Speech Features of Early-Stage Dementia: Design and Application of the Mandarin Elderly Cognitive Speech Database

Tianqi Wang, Quanlei Yan, Jingshen Pan, Feiqi Zhu, Rongfeng Su

Reduced Task Adaptation in Alternating Motion Rate Tasks as an Early Marker of Bulbar Involvement in Amyotrophic Lateral Sclerosis

Marziye Eshghi, Panying Rong, Antje S. Mefferd, Kaila L. Stipancic, Yana Yunusova

Modification of Devoicing Error in Cleft Lip and Palate Speech

Protima Nomo Sudro, S.R. Mahadeva Prasanna

Diagnosing Dysarthria with Long Short-Term Memory Networks

Alex Mayle, Zhiwei Mou, Răzvan Bunescu, Sadegh Mirshekarian, Li Xu

Profiling Speech Motor Impairments in Persons with Amyotrophic Lateral Sclerosis: An Acoustic-Based Approach

Hannah P. Rowe, Jordan R. Green

Use of Beiwe Smartphone App to Identify and Track Speech Decline in Amyotrophic Lateral Sclerosis (ALS)

Kathryn P. Connaghan, Jordan R. Green, Sabrina Paganoni, James Chan, Harli Weber

Automated Emotion Morphing in Speech Based on Diffeomorphic Curve Registration and Highway Networks

Ravi Shankar, Hsi-Wei Hsieh, Nicolas Charon, Archana Venkataraman

Knowledge-Based Linguistic Encoding for End-to-End Mandarin Text-to-Speech Synthesis

Jingbei Li, Zhiyong Wu, Runnan Li, Pengpeng Zhi, Song Yang

Dual Encoder Classifier Models as Constraints in Neural Text Normalization

Ajda Gokcen, Hao Zhang, Richard Sproat

A Mandarin Prosodic Boundary Prediction Model Based on Multi-Task Learning

Huashan Pan, Xiulin Li, Zhiqiang Huang

Pre-Trained Text Representations for Improving Front-End Text Processing in Mandarin Text-to-Speech Synthesis

Bing Yang, Jiaqi Zhong, Shan Liu

Visualization and Interpretation of Latent Spaces for Controlling Expressive Speech Synthesis Through Audio Analysis

Noé Tits, Fengna Wang, Kevin El Haddad, Vincent Pagel, Thierry Dutoit

Improving Speech Synthesis with Discourse Relations

Adèle Aubin, Alessandra Cervone, Oliver Watts, Simon King

Duration Modeling with Global Phoneme-Duration Vectors

Jinfu Ni, Yoshinori Shiga, Hisashi Kawai

Exploiting Syntactic Features in a Parsed Tree to Improve End-to-End TTS

Haohan Guo, Frank K. Soong, Lei He, Lei Xie

Bootstrapping a Text Normalization System for an Inflected Language. Numbers as a Test Case

Anna Björk Nikulásdóttir, Jón Guðnason

Semi-Supervised Prosody Modeling Using Deep Gaussian Process Latent Variable Model

Tomoki Koriyama, Takao Kobayashi

Speech Driven Backchannel Generation Using Deep Q-Network for Enhancing Engagement in Human-Robot Interaction

Nusrah Hussain, Engin Erzin, T. Metin Sezgin, Yucel Yemez

Fine-Grained Robust Prosody Transfer for Single-Speaker Neural Text-To-Speech

Viacheslav Klimkov, Srikanth Ronanki, Jonas Rohnke, Thomas Drugman

Spontaneous Conversational Speech Synthesis from Found Data

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

Pre-Trained Text Embeddings for Enhanced Text-to-Speech Synthesis

Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Kazuya Takeda, Shubham Toshniwal

End-to-End Multi-Speaker Speech Recognition Using Speaker Embeddings and Transfer Learning

Pavel Denisov, Ngoc Thang Vu

Ectc-Docd: An End-to-End Structure with CTC Encoder and OCD Decoder for Speech Recognition

Cheng Yi, Feng Wang, Bo Xu

Real to H-Space Encoder for Speech Recognition

Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato de Mori

Joint Maximization Decoder with Neural Converters for Fully Neural Network-Based Japanese Speech Recognition

Takafumi Moriya, Jian Wang, Tomohiro Tanaka, Ryo Masumura, Yusuke Shinohara

Extending an Acoustic Data-Driven Phone Set for Spontaneous Speech Recognition

Jeong-Uk Bang, Mu-Yeol Choi, Sang-Hun Kim, Oh-Wook Kwon

Improving Transformer-Based Speech Recognition Systems with Compressed Structure and Speech Attributes Augmentation

Sheng Li, Dabre Raj, Xugang Lu, Peng Shen, Tatsuya Kawahara

Self-Attention Transducers for End-to-End Speech Recognition

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

An Online Attention-Based Model for Speech Recognition

Ruchao Fan, Pan Zhou, Wei Chen, Jia Jia, Gang Liu

Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees

Jan Chorowski, Adrian Łańcucki, Bartosz Kostka, Michał Zapotoczny

Cross-Attention End-to-End ASR for Two-Party Conversations

Suyoun Kim, Siddharth Dalmia, Florian Metze

Pretraining by Backtranslation for End-to-End ASR in Low-Resource Settings

Matthew Wiesner, Adithya Renduchintala, Shinji Watanabe, Chunxi Liu, Najim Dehak

The DKU-SMIIP System for NIST 2018 Speaker Recognition Evaluation

Danwei Cai, Weicheng Cai, Ming Li

Multi-Channel Training for End-to-End Speaker Recognition Under Reverberant and Noisy Environment

Danwei Cai, Xiaoyi Qin, Ming Li

Autoencoder-Based Semi-Supervised Curriculum Learning for Out-of-Domain Speaker Verification

Siqi Zheng, Gang Liu, Hongbin Suo, Yun Lei

The NEC-TT 2018 Speaker Verification System

Kong Aik Lee, Hitoshi Yamamoto, Koji Okabe, Qiongqiong Wang, Ling Guo

Optimizing a Speaker Embedding Extractor Through Backend-Driven Regularization

Luciana Ferrer, Mitchell McLaren

Mixup Learning Strategies for Text-Independent Speaker Verification

Yingke Zhu, Tom Ko, Brian Mak

Whisper to Neutral Mapping Using Cosine Similarity Maximization in i-Vector Space for Speaker Verification

Abinay Reddy Naini, Achuth Rao M.V., Prasanta Kumar Ghosh

End-to-End Speaker Identification in Noisy and Reverberant Environments Using Raw Waveform Convolutional Neural Networks

Daniele Salvati, Carlo Drioli, Gian Luca Foresti

Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition

Ondřej Novotný, Oldřich Plchot, Ondrej Glembek, Lukas Burget

Analysis of Critical Metadata Factors for the Calibration of Speaker Recognition Systems

Mahesh Kumar Nandwana, Luciana Ferrer, Mitchell McLaren, Diego Castan, Aaron Lawson

A Unified Framework for Speaker and Utterance Verification

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

Variational Domain Adversarial Learning for Speaker Verification

Youzhi Tu, Man-Wai Mak, Jen-Tzung Chien

Phonetically-Aware Embeddings, Wide Residual Networks with Time-Delay Neural Networks and Self Attention Models for the 2018 NIST Speaker Recognition Evaluation

Ignacio Viñals, Dayana Ribas, Victoria Mingote, Jorge Llombart, Pablo Gimeno

Self Multi-Head Attention for Speaker Recognition

Miquel India, Pooyan Safari, Javier Hernando

End-to-End Neural Speaker Diarization with Permutation-Free Objectives

Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, Kenji Nagamatsu, Shinji Watanabe

My Lips Are Concealed: Audio-Visual Speech Enhancement Through Obstructions

Triantafyllos Afouras, Joon Son Chung, Andrew Zisserman

Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information

Rongzhi Gu, Lianwu Chen, Shi-Xiong Zhang, Jimeng Zheng, Yong Xu

End-to-End Multi-Channel Speech Enhancement Using Inter-Channel Time-Restricted Attention on Raw Waveform

Hyeonseung Lee, Hyung Yong Kim, Woo Hyun Kang, Jeunghun Kim, Nam Soo Kim

A Novel Method to Correct Steering Vectors in MVDR Beamformer for Noise Robust ASR

Suliang Bu, Yunxin Zhao, Mei-Yuh Hwang

Predicting Speech Intelligibility of Enhanced Speech Using Phone Accuracy of DNN-Based ASR System

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

Validation of the Non-Intrusive Codebook-Based Short Time Objective Intelligibility Metric for Processed Speech

Charlotte Sørensen, Jesper B. Boldt, Mads G. Christensen

Convolutional Neural Network-Based Speech Enhancement for Cochlear Implant Recipients

Nursadul Mamun, Soheil Khorram, John H.L. Hansen

Harmonic Beamformers for Non-Intrusive Speech Intelligibility Prediction

Charlotte Sørensen, Jesper B. Boldt, Mads G. Christensen

Deep Learning for Joint Acoustic Echo and Noise Cancellation with Nonlinear Distortions

Hao Zhang, Ke Tan, Deliang Wang

Deep Multitask Acoustic Echo Cancellation

Amin Fazel, Mostafa El-Khamy, Jungwon Lee

On Mitigating Acoustic Feedback in Hearing Aids with Frequency Warping by All-Pass Networks

Ching-Hua Lee, Kuan-Lin Chen, Fred Harris, Bhaskar D. Rao, Harinath Garudadri

Simultaneous Detection and Localization of a Wake-Up Word Using Multi-Task Learning of the Duration and Endpoint

Takashi Maekaku, Yusuke Kida, Akihiko Sugiyama

Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search

Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo

Noisy BiLSTM-Based Models for Disfluency Detection

Nguyen Bach, Fei Huang

Neural Text Clustering with Document-Level Attention Based on Dynamic Soft Labels

Zhi Chen, Wu Guo, Li-Rong Dai, Zhen-Hua Ling, Jun Du

Spot the Pleasant People! Navigating the Cocktail Party Buzz

Christina Tånnander, Per Fallgren, Jens Edlund, Joakim Gusafsson

Prosodic Phrase Alignment for Machine Dubbing

Alp Öktem, Mireia Farrús, Antonio Bonafonte

SpeechYOLO: Detection and Localization of Speech Objects

Yael Segal, Tzeviya Sylvia Fuchs, Joseph Keshet

Rescoring Keyword Search Confidence Estimates with Graph-Based Re-Ranking Using Acoustic Word Embeddings

Anna Piunova, Eugen Beck, Ralf Schlüter, Hermann Ney

Automatic Detection of Off-Topic Spoken Responses Using Very Deep Convolutional Neural Networks

Xinhao Wang, Su-Youn Yoon, Keelan Evanini, Klaus Zechner, Yao Qian

On the Contributions of Visual and Textual Supervision in Low-Resource Semantic Speech Retrieval

Ankita Pasad, Bowen Shi, Herman Kamper, Karen Livescu

On the Role of Style in Parsing Speech with Neural Models

Trang Tran, Jiahong Yuan, Yang Liu, Mari Ostendorf

Follow-Up Question Generation Using Neural Tensor Network-Based Domain Ontology Population in an Interview Coaching System

Ming-Hsiang Su, Chung-Hsien Wu, Yi Chang

Multimodal Response Obligation Detection with Unsupervised Online Domain Adaptation

Shota Horiguchi, Naoyuki Kanda, Kenji Nagamatsu

Analysis of Effect and Timing of Fillers in Natural Turn-Taking

Divesh Lala, Shizuka Nakamura, Tatsuya Kawahara

Turn-Taking Prediction Based on Detection of Transition Relevance Place

Kohei Hara, Koji Inoue, Katsuya Takanashi, Tatsuya Kawahara

Voice Quality as a Turn-Taking Cue

Mattias Heldner, Marcin Włodarczak, Stefan Benus, Agustín Gravano

Personalized Dialogue Response Generation Learned from Monologues

Feng-Guang Su, Aliyah R. Hsu, Yi-Lin Tuan, Hung-yi Lee

An Incremental Turn-Taking Model for Task-Oriented Dialog Systems

Andrei C. Coman, Koichiro Yoshino, Yukitoshi Murase, Satoshi Nakamura, Giuseppe Riccardi

A Neural Turn-Taking Model without RNN

Chaoran Liu, Carlos Ishi, Hiroshi Ishiguro