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Interspeech 2019

965 papers

SANTLR: Speech Annotation Toolkit for Low Resource Languages

Xinjian Li, Zhong Zhou, Siddharth Dalmia, Alan W. Black, Florian Metze

SLP-AA: Tools for Sign Language Phonetic and Phonological Research

Roger Yu-Hsiang Lo, Kathleen Currie Hall

GECKO — A Tool for Effective Annotation of Human Conversations

Golan Levy, Raquel Sitman, Ido Amir, Eduard Golshtein, Ran Mochary

PyToBI: A Toolkit for ToBI Labeling Under Python

Mónica Domínguez, Patrick Louis Rohrer, Juan Soler-Company

A User-Friendly and Adaptable Re-Implementation of an Acoustic Prominence Detection and Annotation Tool

Jana Voße, Petra Wagner

BAS Web Services for Automatic Subtitle Creation and Anonymization

Florian Schiel, Thomas Kisler

The CUHK Dysarthric Speech Recognition Systems for English and Cantonese

Shoukang Hu, Shansong Liu, Heng Fai Chang, Mengzhe Geng, Jiani Chen

Robust Sound Recognition: A Neuromorphic Approach

Jibin Wu, Zihan Pan, Malu Zhang, Rohan Kumar Das, Yansong Chua

SpeechMarker: A Voice Based Multi-Level Attendance Application

Sarfaraz Jelil, Abhishek Shrivastava, Rohan Kumar Das, S.R. Mahadeva Prasanna, Rohit Sinha

Multimodal Dialog with the MALACH Audiovisual Archive

Adam Chýlek, Luboš Šmídl, Jan Švec

Robust Keyword Spotting via Recycle-Pooling for Mobile Game

Shounan An, Youngsoo Kim, Hu Xu, Jinwoo Lee, Myungwoo Lee

Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations

Jan Mizgajski, Adrian Szymczak, Robert Głowski, Piotr Szymański, Piotr Żelasko

Semi-Supervised Audio Classification with Consistency-Based Regularization

Kangkang Lu, Chuan-Sheng Foo, Kah Kuan Teh, Huy Dat Tran, Vijay Ramaseshan Chandrasekhar

Few-Shot Audio Classification with Attentional Graph Neural Networks

Shilei Zhang, Yong Qin, Kewei Sun, Yonghua Lin

An End-to-End Audio Classification System Based on Raw Waveforms and Mix-Training Strategy

Jiaxu Chen, Jing Hao, Kai Chen, Di Xie, Shicai Yang

Compression of Acoustic Event Detection Models with Quantized Distillation

Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas

A Robust Framework for Acoustic Scene Classification

Lam Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan

Sound Event Detection in Multichannel Audio Using Convolutional Time-Frequency-Channel Squeeze and Excitation

Wei Xia, Kazuhito Koishida

Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection

Ke-Xin He, Yu-Han Shen, Wei-Qiang Zhang

A Hybrid Approach to Acoustic Scene Classification Based on Universal Acoustic Models

Xue Bai, Jun Du, Zi-Rui Wang, Chin-Hui Lee

Class-Wise Centroid Distance Metric Learning for Acoustic Event Detection

Xugang Lu, Peng Shen, Sheng Li, Yu Tsao, Hisashi Kawai

Neural Network Distillation on IoT Platforms for Sound Event Detection

Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella

Multi-Stream Network with Temporal Attention for Environmental Sound Classification

Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff

The Production of Chinese Affricates /ts/ and /tsh/ by Native Urdu Speakers

Dan Du, Jinsong Zhang

A Computational Model of Early Language Acquisition from Audiovisual Experiences of Young Infants

Okko Rasanen, Khazar Khorrami

No Distributional Learning in Adults from Attended Listening to Non-Speech

Ellen Marklund, Johan Sjons, Lisa Gustavsson, Elísabet Eir Cortes

Nasal Consonant Discrimination in Infant- and Adult-Directed Speech

Bogdan Ludusan, Annett Jorschick, Reiko Mazuka

Towards Detection of Canonical Babbling by Citizen Scientists: Performance as a Function of Clip Length

Amanda Seidl, Anne S. Warlaumont, Alejandrina Cristia

Liquid Deletion in French Child-Directed Speech

Sharon Peperkamp, Monica Hegde, Maria Julia Carbajal

Learning Alignment for Multimodal Emotion Recognition from Speech

Haiyang Xu, Hui Zhang, Kun Han, Yun Wang, Yiping Peng

Articulation Rate as a Metric in Spoken Language Assessment

Calbert Graham, Francis Nolan

Speaking Rate, Information Density, and Information Rate in First-Language and Second-Language Speech

Ann R. Bradlow

Using Prosody to Discover Word Order Alternations in a Novel Language

Anouschka Foltz, Sarah Cooper, Tamsin M. McKelvey

Multimodal Articulation-Based Pronunciation Error Detection with Spectrogram and Acoustic Features

Sabrina Jenne, Ngoc Thang Vu

An Articulatory-Acoustic Investigation into GOOSE-Fronting in German-English Bilinguals Residing in London, UK

Scott Lewis, Adib Mehrabi, Esther de Leeuw

Vietnamese Learners Tackling the German /ʃt/ in Perception

Anke Sennema, Silke Hamann

Better Morphology Prediction for Better Speech Systems

Dravyansh Sharma, Melissa Wilson, Antoine Bruguier

Unified Verbalization for Speech Recognition & Synthesis Across Languages

Sandy Ritchie, Richard Sproat, Kyle Gorman, Daan van Esch, Christian Schallhart

Code-Switching Sentence Generation by Bert and Generative Adversarial Networks

Yingying Gao, Junlan Feng, Ying Liu, Leijing Hou, Xin Pan

Attention-Based Word Vector Prediction with LSTMs and its Application to the OOV Problem in ASR

Alejandro Coucheiro-Limeres, Fernando Fernández-Martínez, Rubén San-Segundo, Javier Ferreiros-López

Improving Automatically Induced Lexicons for Highly Agglutinating Languages Using Data-Driven Morphological Segmentation

Wiehan Agenbag, Thomas Niesler

Comparative Study of Parametric and Representation Uncertainty Modeling for Recurrent Neural Network Language Models

Jianwei Yu, Max W.Y. Lam, Shoukang Hu, Xixin Wu, Xu Li

Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation

Yerbolat Khassanov, Zhiping Zeng, Van Tung Pham, Haihua Xu, Eng Siong Chng

Connecting and Comparing Language Model Interpolation Techniques

Ernest Pusateri, Christophe Van Gysel, Rami Botros, Sameer Badaskar, Mirko Hannemann

Character-Aware Sub-Word Level Language Modeling for Uyghur and Turkish ASR

Chang Liu, Zhen Zhang, Pengyuan Zhang, Yonghong Yan

Joint Grapheme and Phoneme Embeddings for Contextual End-to-End ASR

Zhehuai Chen, Mahaveer Jain, Yongqiang Wang, Michael L. Seltzer, Christian Fuegen

Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models?

Lyan Verwimp, Jerome R. Bellegarda

On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters

Erfan Loweimi, Peter Bell, Steve Renals

Feature Exploration for Almost Zero-Resource ASR-Free Keyword Spotting Using a Multilingual Bottleneck Extractor and Correspondence Autoencoders

Raghav Menon, Herman Kamper, Ewald van der Westhuizen, John Quinn, Thomas Niesler

Automatic Detection of Prosodic Focus in American English

Sunghye Cho, Mark Liberman, Yong-cheol Lee

wav2vec: Unsupervised Pre-Training for Speech Recognition

Steffen Schneider, Alexei Baevski, Ronan Collobert, Michael Auli

Binary Speech Features for Keyword Spotting Tasks

Alexandre Riviello, Jean-Pierre David

Low-Dimensional Bottleneck Features for On-Device Continuous Speech Recognition

David B. Ramsay, Kevin Kilgour, Dominik Roblek, Matthew Sharifi

Unsupervised Raw Waveform Representation Learning for ASR

Purvi Agrawal, Sriram Ganapathy

Prosody Usage Optimization for Children Speech Recognition with Zero Resource Children Speech

Chenda Li, Yanmin Qian

Modulation Vectors as Robust Feature Representation for ASR in Domain Mismatched Conditions

Samik Sadhu, Hynek Hermansky

Extending the E-Model Towards Super-Wideband and Fullband Speech Communication Scenarios

Sebastian Möller, Gabriel Mittag, Thilo Michael, Vincent Barriac, Hitoshi Aoki

A Cross-Entropy-Guided (CEG) Measure for Speech Enhancement Front-End Assessing Performances of Back-End Automatic Speech Recognition

Li Chai, Jun Du, Chin-Hui Lee

Quality Degradation Diagnosis for Voice Networks — Estimating the Perceived Noisiness, Coloration, and Discontinuity of Transmitted Speech

Gabriel Mittag, Sebastian Möller

Artificial Bandwidth Extension Using H∞ Optimization

Deepika Gupta, Hanumant Singh Shekhawat

Speech Audio Super-Resolution for Speech Recognition

Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff

Super-Wideband Spectral Envelope Modeling for Speech Coding

Guillaume Fuchs, Chamran Ashour, Tom Bäckström

A Real-Time Wideband Neural Vocoder at 1.6kb/s Using LPCNet

Jean-Marc Valin, Jan Skoglund

End-to-End Optimization of Source Models for Speech and Audio Coding Using a Machine Learning Framework

Tom Bäckström

Cascaded Cross-Module Residual Learning Towards Lightweight End-to-End Speech Coding

Kai Zhen, Jongmo Sung, Mi Suk Lee, Seungkwon Beack, Minje Kim

Parameter Enhancement for MELP Speech Codec in Noisy Communication Environment

Min-Jae Hwang, Hong-Goo Kang

A Storyteller’s Tale: Literature Audiobooks Genre Classification Using CNN and RNN Architectures

Nehory Carmi, Azaria Cohen, Mireille Avigal, Anat Lerner

Music Genre Classification Using Duplicated Convolutional Layers in Neural Networks

Hansi Yang, Wei-Qiang Zhang

Audio Tagging with Compact Feedforward Sequential Memory Network and Audio-to-Audio Ratio Based Data Augmentation

Zhiying Huang, Shiliang Zhang, Ming Lei

Temporal Convolution for Real-Time Keyword Spotting on Mobile Devices

Seungwoo Choi, Seokjun Seo, Beomjun Shin, Hyeongmin Byun, Martin Kersner

ToneNet: A CNN Model of Tone Classification of Mandarin Chinese

Qiang Gao, Shutao Sun, Yaping Yang

Open-Vocabulary Keyword Spotting with Audio and Text Embeddings

Niccolò Sacchi, Alexandre Nanchen, Martin Jaggi, Milos Cernak

Deep Learning for Orca Call Type Identification — A Fully Unsupervised Approach

Christian Bergler, Manuel Schmitt, Rachael Xi Cheng, Andreas Maier, Volker Barth

Neural Whispered Speech Detection with Imbalanced Learning

Takanori Ashihara, Yusuke Shinohara, Hiroshi Sato, Takafumi Moriya, Kiyoaki Matsui

Unsupervised Methods for Audio Classification from Lecture Discussion Recordings

Hang Su, Borislav Dzodzo, Xixin Wu, Xunying Liu, Helen Meng

A Study for Improving Device-Directed Speech Detection Toward Frictionless Human-Machine Interaction

Che-Wei Huang, Roland Maas, Sri Harish Mallidi, Bjorn Hoffmeister

Residual + Capsule Networks (ResCap) for Simultaneous Single-Channel Overlapped Keyword Recognition

Yan Xiong, Visar Berisha, Chaitali Chakrabarti

On the Role of Oral Configurations in European Portuguese Nasal Vowels

Conceição Cunha, Samuel Silva, António Teixeira, Catarina Oliveira, Paula Martins

Articulatory Analysis of Transparent Vowel /iː/ in Harmonic and Antiharmonic Hungarian Stems: Is There a Difference?

Alexandra Markó, Márton Bartók, Tamás Gábor Csapó, Tekla Etelka Gráczi, Andrea Deme

The Contribution of Lip Protrusion to Anglo-English /r/: Evidence from Hyper- and Non-Hyperarticulated Speech

Hannah King, Emmanuel Ferragne

V-to-V Coarticulation Induced Acoustic and Articulatory Variability of Vowels: The Effect of Pitch-Accent

Andrea Deme, Márton Bartók, Tekla Etelka Gráczi, Tamás Gábor Csapó, Alexandra Markó

Articulation of Vowel Length Contrasts in Australian English

Louise Ratko, Michael Proctor, Felicity Cox

Articulatory Characteristics of Secondary Palatalization in Romanian Fricatives

Laura Spinu, Maida Percival, Alexei Kochetov

Multi-Modal Learning for Speech Emotion Recognition: An Analysis and Comparison of ASR Outputs with Ground Truth Transcription

Saurabh Sahu, Vikramjit Mitra, Nadee Seneviratne, Carol Espy-Wilson

Linear Discriminant Differential Evolution for Feature Selection in Emotional Speech Recognition

Soumaya Gharsellaoui, Sid Ahmed Selouani, Mohammed Sidi Yakoub

Does the Lombard Effect Improve Emotional Communication in Noise? — Analysis of Emotional Speech Acted in Noise

Yi Zhao, Atsushi Ando, Shinji Takaki, Junichi Yamagishi, Satoshi Kobashikawa

An Acoustic and Lexical Analysis of Emotional Valence in Spontaneous Speech: Autobiographical Memory Recall in Older Adults

Deniece S. Nazareth, Ellen Tournier, Sarah Leimkötter, Esther Janse, Dirk Heylen

Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation

John Gideon, Heather T. Schatten, Melvin G. McInnis, Emily Mower Provost

Development of Emotion Rankers Based on Intended and Perceived Emotion Labels

Zhenghao Jin, Houwei Cao

Speech Emotion Recognition with a Reject Option

Kusha Sridhar, Carlos Busso

Design and Development of a Multi-Lingual Speech Corpora (TaMaR-EmoDB) for Emotion Analysis

Rajeev Rajan, Haritha U.G., Sujitha A.C., Rejisha T. M.

The Contribution of Acoustic Features Analysis to Model Emotion Perceptual Process for Language Diversity

Xingfeng Li, Masato Akagi

Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition

Rupayan Chakraborty, Ashish Panda, Meghna Pandharipande, Sonal Joshi, Sunil Kumar Kopparapu

Modeling User Context for Valence Prediction from Narratives

Aniruddha Tammewar, Alessandra Cervone, Eva-Maria Messner, Giuseppe Riccardi

Cross-Corpus Speech Emotion Recognition Using Semi-Supervised Transfer Non-Negative Matrix Factorization with Adaptation Regularization

Hui Luo, Jiqing Han

Transfer Learning from Audio-Visual Grounding to Speech Recognition

Wei-Ning Hsu, David Harwath, James Glass

Lyrics Recognition from Singing Voice Focused on Correspondence Between Voice and Notes

Motoyuki Suzuki, Sho Tomita, Tomoki Morita

Target Speaker Recovery and Recognition Network with Average x-Vector and Global Training

Wenjie Li, Pengyuan Zhang, Yonghong Yan

Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition

Mortaza Doulaty, Thomas Hain

Keyword Spotting for Hearing Assistive Devices Robust to External Speakers

Iván López-Espejo, Zheng-Hua Tan, Jesper Jensen