Interspeech 2018

791 papers

An Active Feature Transformation Method for Attitude Recognition of Video Bloggers

Fasih Haider, Fahim A. Salim, Owen Conlan, Saturnino Luz

Cross-cultural (A)symmetries in Audio-visual Attitude Perception

Hansjörg Mixdorff, Albert Rilliard, Tan Lee, Matthew K. H. Ma, Angelika Hönemann

Deep Personality Recognition for Deception Detection

Guozhen An, Sarah Ita Levitan, Julia Hirschberg, Rivka Levitan

Acoustic-Prosodic Indicators of Deception and Trust in Interview Dialogues

Sarah Ita Levitan, Angel Maredia, Julia Hirschberg

Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks

Iksoo Choi, Jinhwan Park, Wonyong Sung

Entity-Aware Language Model as an Unsupervised Reranker

Mohammad Sadegh Rasooli, Sarangarajan Parthasarathy

Neural Error Corrective Language Models for Automatic Speech Recognition

Tomohiro Tanaka, Ryo Masumura, Hirokazu Masataki, Yushi Aono

Subword and Crossword Units for CTC Acoustic Models

Thomas Zenkel, Ramon Sanabria, Florian Metze, Alex Waibel

Investigation on Estimation of Sentence Probability by Combining Forward, Backward and Bi-directional LSTM-RNNs

Kazuki Irie, Zhihong Lei, Liuhui Deng, Ralf Schlüter, Hermann Ney

Cold Fusion: Training Seq2Seq Models Together with Language Models

Anuroop Sriram, Heewoo Jun, Sanjeev Satheesh, Adam Coates

Detection of Glottal Activity Errors in Production of Stop Consonants in Children with Cleft Lip and Palate

C M Vikram, S R Mahadeva Prasanna, Ajish K Abraham, Pushpavathi M, Girish K S

Detection of Amyotrophic Lateral Sclerosis (ALS) via Acoustic Analysis

Raquel Norel, Mary Pietrowicz, Carla Agurto, Shay Rishoni, Guillermo Cecchi

Pitch-Adaptive Front-end Feature for Hypernasality Detection

Akhilesh Kumar Dubey, S R Mahadeva Prasanna, S Dandapat

Sishir Kalita, S R Mahadeva Prasanna, Samarendra Dandapat

Towards a Better Characterization of Parkinsonian Speech: A Multidimensional Acoustic Study

Véronique Delvaux, Kathy Huet, Myriam Piccaluga, Sophie van Malderen, Bernard Harmegnies

Vowel Space as a Tool to Evaluate Articulation Problems

Rob van Son, Catherine Middag, Kris Demuynck

Improving Mandarin Tone Recognition Using Convolutional Bidirectional Long Short-Term Memory with Attention

Longfei Yang, Yanlu Xie, Jinsong Zhang

Music Source Activity Detection and Separation Using Deep Attractor Network

Rajath Kumar, Yi Luo, Nima Mesgarani

Real-time Single-channel Dereverberation and Separation with Time-domain Audio Separation Network

Yi Luo, Nima Mesgarani

Nebula: F0 Estimation and Voicing Detection by Modeling the Statistical Properties of Feature Extractors

Kanru Hua

Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation

Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen

Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks

Akihiro Kato, Tomi Kinnunen

Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks

Zhong-Qiu Wang, Xueliang Zhang, Deliang Wang

Detection of Glottal Closure Instants from Speech Signals: A Convolutional Neural Network Based Method

Shuai Yang, Zhiyong Wu, Binbin Shen, Helen Meng

Joint Localization and Classification of Multiple Sound Sources Using a Multi-task Neural Network

Weipeng He, Petr Motlicek, Jean-Marc Odobez

Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures

Jun Wang, Jie Chen, Dan Su, Lianwu Chen, Meng Yu

Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation

Lianwu Chen, Meng Yu, Yanmin Qian, Dan Su, Dong Yu

The Effect of Exposure to High Altitude and Heat on Speech Articulatory Coordination

James Williamson, Thomas Quatieri, Adam Lammert, Katherine Mitchell, Katherine Finkelstein

Denoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech

Jilt Sebastian, Manoj Kumar, D. S. Pavan Kumar, Mathew Magimai.-Doss, Hema Murthy

On Learning to Identify Genders from Raw Speech Signal Using CNNs

Selen Hande Kabil, Hannah Muckenhirn, Mathew Magimai.-Doss

Improving Gender Identification in Movie Audio Using Cross-Domain Data

Rajat Hebbar, Krishna Somandepalli, Shrikanth Narayanan

End-to-end Deep Neural Network Age Estimation

Pegah Ghahremani, Phani Sankar Nidadavolu, Nanxin Chen, Jesus Villalba, Daniel Povey

Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition

Ziping Zhao, Yu Zheng, Zixing Zhang, Haishuai Wang, Yiqin Zhao

State of Mind: Classification through Self-reported Affect and Word Use in Speech.

Eva-Maria Rathner, Yannik Terhorst, Nicholas Cummins, Björn Schuller, Harald Baumeister

What Do Classifiers Actually Learn? a Case Study on Emotion Recognition Datasets

Patrick Meyer, Eric Buschermöhle, Tim Fingscheidt

Transfer Learning for Improving Speech Emotion Classification Accuracy

Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps

Preference-Learning with Qualitative Agreement for Sentence Level Emotional Annotations

Srinivas Parthasarathy, Carlos Busso

Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts

Jaejin Cho, Raghavendra Pappagari, Purva Kulkarni, Jesus Villalba, Yishay Carmiel

Infant Emotional Outbursts Detection in Infant-parent Spoken Interactions

Yijia Xu, Mark Hasegawa-Johnson, Nancy McElwain

Analysis of Breathiness in Contextual Vowel of Voiceless Nasals in Mizo

Pamir Gogoi, Sishir Kalita, Parismita Gogoi, Ratree Wayland, Priyankoo Sarmah

Breathy to Tense Voice Discrimination using Zero-Time Windowing Cepstral Coefficients (ZTWCCs)

Sudarsana Reddy Kadiri, Bayya Yegnanarayana

The Individual and the System: Assessing the Stability of the Output of a Semi-automatic Forensic Voice Comparison System

Vincent Hughes, Philip Harrison, Paul Foulkes, Peter French, Colleen Kavanagh

On the Relationship between Glottal Pulse Shape and Its Spectrum: Correlations of Open Quotient, Pulse Skew and Peak Flow with Source Harmonic Amplitudes

Christer Gobl, Andy Murphy, Irena Yanushevskaya, Ailbhe Ni Chasaide

Voice Source Contribution to Prominence Perception: Rd Implementation

Andy Murphy, Irena Yanushevskaya, Ailbhe Ni Chasaide, Christer Gobl

Resyllabification in Indian Languages and Its Implications in Text-to-speech Systems

Mahesh M, Jeena J Prakash, Hema Murthy

Vowels and Diphthongs in Hangzhou Wu Chinese Dialect

Yang Yue, Fang Hu

The Retroflex-dental Contrast in Punjabi Stops and Nasals: A Principal Component Analysis of Ultrasound Images

Alexei Kochetov, Matthew Faytak, Kiranpreet Nara

Structural Effects on Properties of Consonantal Gestures in Tashlhiyt

Anne Hermes, Doris Mücke, Bastian Auris, Rachid Ridouane

GlobalTIMIT: Acoustic-Phonetic Datasets for the World’s Languages

Nattanun Chanchaochai, Christopher Cieri, Japhet Debrah, Hongwei Ding, Yue Jiang

Identification and Classification of Fricatives in Speech Using Zero Time Windowing Method

RaviShankar Prasad, Bayya Yegnanarayana

Gestural Lenition of Rhotics Captures Variation in Brazilian Portuguese

Phil Howson, Alexei Kochetov

Discriminating Nasals and Approximants in English Language Using Zero Time Windowing

RaviShankar Prasad, Sudarsana Reddy Kadiri, Suryakanth V Gangashetty, Bayya Yegnanarayana

A Robust Context-Dependent Speech-to-Speech Phraselator Toolkit for Alexa

Manny Rayner, Nikos Tsourakis, Jan Stanek

Voice Analysis Using Acoustic and Throat Microphones for Speech Therapy

Lani Mathew, K Gopakumar

Flexible Tongue Housed in a Static Model of the Vocal Tract With Jaws, Lips and Teeth

Takayuki Arai

A Framework for Speech Recognition Benchmarking

Franck Dernoncourt, Trung Bui, Walter Chang

DialogOS: Simple and Extensible Dialogue Modeling

Alexander Koller, Timo Baumann, Arne Köhn

An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals

Dengke Tang, Junlin Zeng, Ming Li

Using Voice Quality Supervectors for Affect Identification

Soo Jin Park, Amber Afshan, Zhi Ming Chua, Abeer Alwan

Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition

Danqing Luo, Yuexian Zou, Dongyan Huang

Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant?

Johannes Wagner, Dominik Schiller, Andreas Seiderer, Elisabeth Andre

Evolving Learning for Analysing Mood-Related Infant Vocalisation

Zixing Zhang, Jing Han, Kun Qian, Björn Schuller

Neural Network Architecture That Combines Temporal and Summative Features for Infant Cry Classification in the Interspeech 2018 Computational Paralinguistics Challenge

Mark Huckvale

Monitoring Infant's Emotional Cry in Domestic Environments Using the Capsule Network Architecture

Mehmet Ali Tuğtekin Turan, Engin Erzin

An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification

Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan, Zhe Feng, Taufiq Hasan

The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats

Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister

Spoken Keyword Detection Using Joint DTW-CNN

Ravi Shankar, C M Vikram, S R M Prasanna

LSTM Based Attentive Fusion of Spectral and Prosodic Information for Keyword Spotting in Hindi Language

Laxmi Pandey, Karan Nathwani

Fast Derivation of Cross-lingual Document Vectors from Self-attentive Neural Machine Translation Model

Wei Li, Brian Mak

Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection

Ziwei Zhu, Zhiyong Wu, Runnan Li, Helen Meng, Lianhong Cai

Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search

Yougen Yuan, Cheung-Chi Leung, Lei Xie, Hongjie Chen, Bin Ma

CNN Based Query by Example Spoken Term Detection

Dhananjay Ram, Lesly Miculicich, Hervé Bourlard

An Investigation of Non-linear i-vectors for Speaker Verification

Nanxin Chen, Jesus Villalba, Najim Dehak

A Generalization of PLDA for Joint Modeling of Speaker Identity and Multiple Nuisance Conditions

Luciana Ferrer, Mitchell McLaren

Integrated Presentation Attack Detection and Automatic Speaker Verification: Common Features and Gaussian Back-end Fusion

Massimiliano Todisco, Héctor Delgado, Kong Aik Lee, Md Sahidullah, Nicholas Evans

Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors

Anna Silnova, Niko Brümmer, Daniel Garcia-Romero, David Snyder, Lukas Burget

Double Joint Bayesian Modeling of DNN Local I-Vector for Text Dependent Speaker Verification with Random Digit Strings

Ziqiang Shi, Huibin Lin, Liu Liu, Rujie Liu

Improved Supervised Locality Preserving Projection for I-vector Based Speaker Verification

Lanhua You, Wu Guo, Yan Song, Sheng Zhang

Improving Mongolian Phrase Break Prediction by Using Syllable and Morphological Embeddings with BiLSTM Model

Rui Liu, Feilong Bao, Guanglai Gao, Hui Zhang, Yonghe Wang

Wavelet Analysis of Speaker Dependent and Independent Prosody for Voice Conversion

Berrak Sisman, Haizhou Li

BLSTM-CRF Based End-to-End Prosodic Boundary Prediction with Context Sensitive Embeddings in a Text-to-Speech Front-End

Yibin Zheng, Jianhua Tao, Zhengqi Wen, Ya Li

An Exploration of Local Speaking Rate Variations in Mandarin Read Speech

Guan-Ting Liou, Chen-Yu Chiang, Yih-Ru Wang, Sin-Horng Chen

Investigating Accuracy of Pitch-accent Annotations in Neural Network-based Speech Synthesis and Denoising Effects

Hieu-Thi Luong, Xin Wang, Junichi Yamagishi, Nobuyuki Nishizawa

Learning Interpretable Control Dimensions for Speech Synthesis by Using External Data

Zack Hodari, Oliver Watts, Srikanth Ronanki, Simon King

Compression of End-to-End Models

Ruoming Pang, Tara Sainath, Rohit Prabhavalkar, Suyog Gupta, Yonghui Wu

Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition

Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès

Multi-channel Attention for End-to-End Speech Recognition

Stefan Braun, Daniel Neil, Jithendar Anumula, Enea Ceolini, Shih-Chii Liu

End-to-end Speech Recognition Using Lattice-free MMI

Hossein Hadian, Hossein Sameti, Daniel Povey, Sanjeev Khudanpur

Improved Training of End-to-end Attention Models for Speech Recognition

Albert Zeyer, Kazuki Irie, Ralf Schlüter, Hermann Ney

Semi-Supervised End-to-End Speech Recognition

Shigeki Karita, Shinji Watanabe, Tomoharu Iwata, Atsunori Ogawa, Marc Delcroix

From Vocoders to Code-Excited Linear Prediction: Learning How We Hear What We Hear

Bishnu S. Atal