Interspeech 2018

791 papers

Automatic Detection of Multi-speaker Fragments with High Time Resolution

Evdokia Kazimirova, Andrey Belyaev

The ACLEW DiViMe: An Easy-to-use Diarization Tool

Adrien Le Franc, Eric Riebling, Julien Karadayi, Yun Wang, Camila Scaff

Combined Speaker Clustering and Role Recognition in Conversational Speech

Nikolaos Flemotomos, Pavlos Papadopoulos, James Gibson, Shrikanth Narayanan

Multimodal Speaker Segmentation and Diarization Using Lexical and Acoustic Cues via Sequence to Sequence Neural Networks

Tae Jin Park, Panayiotis Georgiou

S4D: Speaker Diarization Toolkit in Python

Pierre-Alexandre Broux, Florent Desnous, Anthony Larcher, Simon Petitrenaud, Jean Carrive

Detecting Media Sound Presence in Acoustic Scenes

Constantinos Papayiannis, Justice Amoh, Viktor Rozgic, Shiva Sundaram, Chao Wang

R-CRNN: Region-based Convolutional Recurrent Neural Network for Audio Event Detection

Chieh-Chi Kao, Weiran Wang, Ming Sun, Chao Wang

Temporal Attentive Pooling for Acoustic Event Detection

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

Temporal Transformer Networks for Acoustic Scene Classification

Teng Zhang, Kailai Zhang, Ji Wu

A Simple Model for Detection of Rare Sound Events

Weiran Wang, Chieh-Chi Kao, Chao Wang

Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks

Yun Wang, Juncheng Li, Florian Metze

Dereverberation and Beamforming in Robust Far-Field Speaker Recognition

Ladislav Mošner, Oldřich Plchot, Pavel Matějka, Ondřej Novotný, Jan Černocký

Cross-Corpora Convolutional Deep Neural Network Dereverberation Preprocessing for Speaker Verification and Speech Enhancement

Peter Guzewich, Stephen Zahorian, Xiao Chen, Hao Zhang

A Non-convolutive NMF Model for Speech Dereverberation

Nikhil Mohanan, Rajbabu Velmurugan, Preeti Rao

Single-channel Late Reverberation Power Spectral Density Estimation Using Denoising Autoencoders

Ina Kodrasi, Hervé Bourlard

Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks

Wolfgang Mack, Soumitro Chakrabarty, Fabian-Robert Stöter, Sebastian Braun, Bernd Edler

Single-channel Speech Dereverberation via Generative Adversarial Training

Chenxing Li, Tieqiang Wang, Shuang Xu, Bo Xu

Deep Learning based Situated Goal-oriented Dialogue Systems

Dilek Hakkani-Tur

VoiceGuard: Secure and Private Speech Processing

Ferdinand Brasser, Tommaso Frassetto, Korbinian Riedhammer, Ahmad-Reza Sadeghi, Thomas Schneider

Low-Resource Speech-to-Text Translation

Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater

Low-Latency Neural Speech Translation

Jan Niehues, Ngoc-Quan Pham, Thanh-Le Ha, Matthias Sperber, Alex Waibel

Task Specific Sentence Embeddings for ASR Error Detection

Sahar Ghannay, Yannick Estève, Nathalie Camelin

Sequence-to-sequence Neural Network Model with 2D Attention for Learning Japanese Pitch Accents

Antoine Bruguier, Heiga Zen, Arkady Arkhangorodsky

Leveraging Translations for Speech Transcription in Low-resource Settings

Antonios Anastasopoulos, David Chiang

Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling

Raffaele Tavarone, Leonardo Badino

Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization

Tsukasa Yoshida, Takafumi Moriya, Kazuho Watanabe, Yusuke Shinohara, Yoshikazu Yamaguchi

Efficient Keyword Spotting Using Time Delay Neural Networks

Samuel Myer, Vikrant Singh Tomar

Role Play Dialogue Aware Language Models Based on Conditional Hierarchical Recurrent Encoder-Decoder

Ryo Masumura, Tomohiro Tanaka, Atsushi Ando, Hirokazu Masataki, Yushi Aono

Structured Word Embedding for Low Memory Neural Network Language Model

Kaiyu Shi, Kai Yu

Towards Automatic Speech Identification from Vocal Tract Shape Dynamics in Real-time MRI

Pramit Saha, Praneeth Srungarapu, Sidney Fels

Audiovisual Speech Activity Detection with Advanced Long Short-Term Memory

Fei Tao, Carlos Busso

AVA-Speech: A Densely Labeled Dataset of Speech Activity in Movies

Sourish Chaudhuri, Joseph Roth, Daniel P. W. Ellis, Andrew Gallagher, Liat Kaver

Who Said That? a Comparative Study of Non-negative Matrix Factorization Techniques

Teun Krikke, Frank Broz, David Lane

Acoustic-Prosodic Features of Tabla Bol Recitation and Correspondence with the Tabla Imitation

Rohit M A, Preeti Rao

Device-directed Utterance Detection

Sri Harish Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas

Robust Voice Activity Detection Using Frequency Domain Long-Term Differential Entropy

Debayan Ghosh, R Muralishankar, Sanjeev Gurugopinath

Information Bottleneck Based Percussion Instrument Diarization System for Taniavartanam Segments of Carnatic Music Concerts

Nauman Dawalatabad, Jom Kuriakose, Chandra Sekhar Chellu, Hema Murthy

Joint Learning Using Denoising Variational Autoencoders for Voice Activity Detection

Youngmoon Jung, Younggwan Kim, Yeunju Choi, Hoirin Kim

A Comparison of Input Types to a Deep Neural Network-based Forced Aligner

Matthew C. Kelley, Benjamin V. Tucker

Comparison of Syllabification Algorithms and Training Strategies for Robust Word Count Estimation across Different Languages and Recording Conditions

Okko Rasanen, Seshadri Shreyas, Marisa Casillas

Concatenative Resynthesis with Improved Training Signals for Speech Enhancement

Ali Raza Syed, Viet Anh Trinh, Michael Mandel

Large Vocabulary Concatenative Resynthesis

Soumi Maiti, Joey Ching, Michael Mandel

Artificial Bandwidth Extension with Memory Inclusion Using Semi-supervised Stacked Auto-encoders

Pramod Bachhav, Massimiliano Todisco, Nicholas Evans

Bone-Conduction Sensor Assisted Noise Estimation for Improved Speech Enhancement

Ching-Hua Lee, Bhaskar D. Rao, Harinath Garudadri

Implementation of Digital Hearing Aid as a Smartphone Application

Saketh Sharma, Nitya Tiwari, Prem C. Pandey

Visual Speech Enhancement

Aviv Gabbay, Asaph Shamir, Shmuel Peleg

Cycle-Consistent Speech Enhancement

Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang (Fred) Juang

Phase-locked Loop (PLL) Based Phase Estimation in Single Channel Speech Enhancement

Priya Pallavi, Ch V Rama Rao

Enhancement of Noisy Speech Signal by Non-Local Means Estimation of Variational Mode Functions

Nagapuri Srinivas, Gayadhar Pradhan, Syed Shahnawazuddin

Using Shifted Real Spectrum Mask as Training Target for Supervised Speech Separation

Yun Liu, Hui Zhang, Xueliang Zhang

Exploring the Relationship between Conic Affinity of NMF Dictionaries and Speech Enhancement Metrics

Pavlos Papadopoulos, Colin Vaz, Shrikanth Narayanan

Speech Enhancement Using the Minimum-probability-of-error Criterion

Jishnu Sadasivan, Subhadip Mukherjee, Chandra Sekhar Seelamantula

A New Framework for Supervised Speech Enhancement in the Time Domain

Ashutosh Pandey, Deliang Wang

An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks

Arindam Jati, Panayiotis Georgiou

Cosine Metric Learning for Speaker Verification in the I-vector Space

Zhongxin Bai, Xiao-Lei Zhang, Jingdong Chen

On Convolutional LSTM Modeling for Joint Wake-Word Detection and Text Dependent Speaker Verification

Rajath Kumar, Vaishnavi Yeruva, Sriram Ganapathy

On Learning Vocal Tract System Related Speaker Discriminative Information from Raw Signal Using CNNs

Hannah Muckenhirn, Mathew Magimai.-Doss, Sébastien Marcel

Investigation on Bandwidth Extension for Speaker Recognition

Phani Sankar Nidadavolu, Cheng-I Lai, Jesus Villalba, Najim Dehak

Robust Speaker Recognition from Distant Speech under Real Reverberant Environments Using Speaker Embeddings

Mahesh Kumar Nandwana, Julien van Hout, Mitchell McLaren, Allen Stauffer, Colleen Richey

Analysis of Language Dependent Front-End for Speaker Recognition

Srikanth Madikeri, Subhadeep Dey, Petr Motlicek

LOCUST - Longitudinal Corpus and Toolset for Speaker Verification

Evgeny Dmitriev, Yulia Kim, Anastasia Matveeva, Claude Montacié, Yannick Boulard

Supervised I-vector Modeling - Theory and Applications

Shreyas Ramoji, Sriram Ganapathy

VoxCeleb2: Deep Speaker Recognition

Joon Son Chung, Arsha Nagrani, Andrew Zisserman

Latent Factor Analysis of Deep Bottleneck Features for Speaker Verification with Random Digit Strings

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu

Joint Learning of J-Vector Extractor and Joint Bayesian Model for Text Dependent Speaker Verification

Ziqiang Shi, Liu Liu, Huibin Lin, Rujie Liu

Compensation for Domain Mismatch in Text-independent Speaker Recognition

Fahimeh Bahmaninezhad, John H.L. Hansen

Co-whitening of I-vectors for Short and Long Duration Speaker Verification

Longting Xu, Kong Aik Lee, Haizhou Li, Zhen Yang

Voice Comparison and Rhythm: Behavioral Differences between Target and Non-target Comparisons

Moez Ajili, Jean-Francois Bonastre, Solange Rossato

Brain-Computer Interface using Electroencephalogram Signatures of Eye Blinks

Srihari Maruthachalam, Sidharth Aggarwal, Mari Ganesh Kumar, Mriganka Sur, Hema Murthy

akeira™ - Virtual Assistant

Umesh Sachdev, Rajagopal Jayaraman, Zainab Millwala

HoloCompanion: An MR Friend for EveryOne

Annam Naresh, Rushabh Gandhi, Mallikarjuna Rao Bellamkonda, Mithun Das Gupta

auMina™ - Enterprise Speech Analytics

Umesh Sachdev, Rajagopal Jayaraman, Zainab Millwala

Captaina: Integrated Pronunciation Practice and Data Collection Portal

Aku Rouhe, Reima Karhila, Aija Elg, Minnaleena Toivola, Peter Smit

Automatic Speech Recognition with Articulatory Information and a Unified Dictionary for Hindi, Marathi, Bengali and Oriya

Debadatta Dash, Myungjong Kim, Kristin Teplansky, Jun Wang

Semi-supervised and Active-learning Scenarios: Efficient Acoustic Model Refinement for a Low Resource Indian Language

Maharajan Chellapriyadharshini, Anoop Toffy, Srinivasa Raghavan K. M., V Ramasubramanian

Robust Mizo Continuous Speech Recognition

Abhishek Dey, Biswajit Dev Sarma, Wendy Lalhminghlui, Lalnunsiami Ngente, Parismita Gogoi

Development of Large Vocabulary Speech Recognition System with Keyword Search for Manipuri

Tanvina Patel, Krishna DN, Noor Fathima, Nisar Shah, Mahima C

Effect of TTS Generated Audio on OOV Detection and Word Error Rate in ASR for Low-resource Languages

Savitha Murthy, Dinkar Sitaram, Sunayana Sitaram

Rapid Collection of Spontaneous Speech Corpora Using Telephonic Community Forums

Agha Ali Raza, Awais Athar, Shan Randhawa, Zain Tariq, Muhammad Bilal Saleem

Indian Languages ASR: A Multilingual Phone Recognition Framework with IPA Based Common Phone-set, Predicted Articulatory Features and Feature fusion

Manjunath K E, K. Sreenivasa Rao, Dinesh Babu Jayagopi, V Ramasubramanian

Coherence Models for Dialogue

Alessandra Cervone, Evgeny Stepanov, Giuseppe Riccardi

Follow-up Question Generation Using Pattern-based Seq2seq with a Small Corpus for Interview Coaching

Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Qian-Bei Hong, Huai-Hung Huang

A Comparative Study of Statistical Conversion of Face to Voice Based on Their Subjective Impressions

Yasuhito Ohsugi, Daisuke Saito, Nobuaki Minematsu

Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks

Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter

Prediction of Turn-taking Using Multitask Learning with Prediction of Backchannels and Fillers

Kohei Hara, Koji Inoue, Katsuya Takanashi, Tatsuya Kawahara

A Case Study on the Importance of Belief State Representation for Dialogue Policy Management

Margarita Kotti, Vassilios Diakoloukas, Alexandros Papangelis, Michail Lagoudakis, Yannis Stylianou

Prediction of Subjective Listening Effort from Acoustic Data with Non-Intrusive Deep Models

Paul Kranzusch, Rainer Huber, Melanie Krüger, Birger Kollmeier, Bernd T. Meyer

Prediction of Perceived Speech Quality Using Deep Machine Listening

Jasper Ooster, Rainer Huber, Bernd T. Meyer

Analyzing Reaction Time Sequences from Human Participants in Auditory Experiments

Louis ten Bosch, Mirjam Ernestus, Lou Boves

Wide Learning for Auditory Comprehension

Elnaz Shafaei-Bajestan, R. Harald Baayen

Measuring the Band Importance Function for Mandarin Chinese with a Bayesian Adaptive Procedure

Yufan Du, Yi Shen, Hongying Yang, Xihong Wu, Jing Chen

Picture Naming or Word Reading: Does the Modality Affect Speech Motor Adaptation and Its Transfer?

Tiphaine Caudrelier, Pascal Perrier, Jean-Luc Schwartz, Amélie Rochet-Capellan

Predicting Categorical Emotions by Jointly Learning Primary and Secondary Emotions through Multitask Learning

Reza Lotfian, Carlos Busso

Learning Spontaneity to Improve Emotion Recognition in Speech

Karttikeya Mangalam, Tanaya Guha

Role of Regularization in the Prediction of Valence from Speech

Kusha Sridhar, Srinivas Parthasarathy, Carlos Busso

Emotion Recognition from Human Speech Using Temporal Information and Deep Learning

John Kim, Rif A. Saurous

Towards Temporal Modelling of Categorical Speech Emotion Recognition

Wenjing Han, Huabin Ruan, Xiaomin Chen, Zhixiang Wang, Haifeng Li

Integrating Recurrence Dynamics for Speech Emotion Recognition

Efthymios Tzinis, Georgios Paraskevopoulos, Christos Baziotis, Alexandros Potamianos

On the Application and Compression of Deep Time Delay Neural Network for Embedded Statistical Parametric Speech Synthesis

Yibin Zheng, Jianhua Tao, Zhengqi Wen, Ruibo Fu

Acoustic Modeling Using Adversarially Trained Variational Recurrent Neural Network for Speech Synthesis

Joun Yeop Lee, Sung Jun Cheon, Byoung Jin Choi, Nam Soo Kim, Eunwoo Song