Interspeech 2017

844 papers

Novel Shifted Real Spectrum for Exact Signal Reconstruction

Meet H. Soni, Rishabh Tak, Hemant A. Patil

Unsupervised Filterbank Learning Using Convolutional Restricted Boltzmann Machine for Environmental Sound Classification

Hardik B. Sailor, Dharmesh M. Agrawal, Hemant A. Patil

A Note Based Query By Humming System Using Convolutional Neural Network

Naziba Mostafa, Pascale Fung

A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification

Yun Wang, Florian Metze

Music Tempo Estimation Using Sub-Band Synchrony

Shreyan Chowdhury, Tanaya Guha, Rajesh M. Hegde

An Audio Based Piano Performance Evaluation Method Using Deep Neural Network Based Acoustic Modeling

Jing Pan, Ming Li, Zhanmei Song, Xin Li, Xiaolin Liu

Attention and Localization Based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging

Yong Xu, Qiuqiang Kong, Qiang Huang, Wenwu Wang, Mark D. Plumbley

An Environmental Feature Representation for Robust Speech Recognition and for Environment Identification

Xue Feng, Brigitte Richardson, Scott Amman, James Glass

Acoustic Scene Classification Using a CNN-SuperVector System Trained with Auditory and Spectrogram Image Features

Rakib Hyder, Shabnam Ghaffarzadegan, Zhe Feng, John H.L. Hansen, Taufiq Hasan

Matrix of Polynomials Model Based Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling

Jian Guan, Xuan Wang, Pengming Feng, Jing Dong, Wenwu Wang

Laryngeal Articulation During Trumpet Performance: An Exploratory Study

Luis M.T. Jesus, Bruno Rocha, Andreia Hall

A Domain Knowledge-Assisted Nonlinear Model for Head-Related Transfer Functions Based on Bottleneck Deep Neural Network

Xiaoke Qi, Jianhua Tao

Classification-Based Detection of Glottal Closure Instants from Speech Signals

Jindřich Matoušek, Daniel Tihelka

Automatic Time-Frequency Analysis of Echolocation Signals Using the Matched Gaussian Multitaper Spectrogram

Maria Sandsten, Isabella Reinhold, Josefin Starkhammar

Audio Scene Classification with Deep Recurrent Neural Networks

Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maass, Radoslaw Mazur

Sinusoidal Partials Tracking for Singing Analysis Using the Heuristic of the Minimal Frequency and Magnitude Difference

Kin Wah Edward Lin, Hans Anderson, Clifford So, Simon Lui

A Quantitative Measure of the Impact of Coarticulation on Phone Discriminability

Thomas Schatz, Rory Turnbull, Francis Bach, Emmanuel Dupoux

A Preliminary Phonetic Investigation of Alphabetic Words in Mandarin Chinese

Hongwei Ding, Yuanyuan Zhang, Hongchao Liu, Chu-Ren Huang

Locating Burst Onsets Using SFF Envelope and Phase Information

Bhanu Teja Nellore, RaviShankar Prasad, Sudarsana Reddy Kadiri, Suryakanth V. Gangashetty, B. Yegnanarayana

What do Finnish and Central Bavarian Have in Common? Towards an Acoustically Based Quantity Typology

Markus Jochim, Felicitas Kleber

Kinematic Signatures of Prosody in Lombard Speech

Stefan Benus, Juraj Simko, Mona Lehtinen

Reshaping the Transformed LF Model: Generating the Glottal Source from the Waveshape Parameter Rd

Christer Gobl

An Ultrasound Study of Alveolar and Retroflex Consonants in Arrernte: Stressed and Unstressed Syllables

Marija Tabain, RIchard Beare

Effect of Formant and F0 Discontinuity on Perceived Vowel Duration: Impacts for Concatenative Speech Synthesis

Tomáš Bořil, Pavel Šturm, Radek Skarnitzl, Jan Volín

Mel-Cepstral Distortion of German Vowels in Different Information Density Contexts

Erika Brandt, Frank Zimmerer, Bistra Andreeva, Bernd Möbius

Acoustic Cues to the Singleton-Geminate Contrast: The Case of Libyan Arabic Sonorants

Amel Issa

Vowel and Consonant Sequences in three Bavarian Dialects of Austria

Nicola Klingler, Sylvia Moosmüller, Hannes Scheutz

Temporal Dynamics of Lateral Channel Formation in /l/: 3D EMA Data from Australian English

Jia Ying, Christopher Carignan, Jason A. Shaw, Michael Proctor, Donald Derrick

Mental Representation of Japanese Mora; Focusing on its Intrinsic Duration

Kosuke Sugai

Listening in the Dips: Comparing Relevant Features for Speech Recognition in Humans and Machines

Constantin Spille, Bernd T. Meyer

On the Use of Band Importance Weighting in the Short-Time Objective Intelligibility Measure

Asger Heidemann Andersen, Jan Mark de Haan, Zheng-Hua Tan, Jesper Jensen

The Effect of Situation-Specific Non-Speech Acoustic Cues on the Intelligibility of Speech in Noise

Lauren Ward, Ben Shirley, Yan Tang, William J. Davies

Intelligibilities of Mandarin Chinese Sentences with Spectral “Holes”

Yafan Chen, Yong Xu, Jun Yang

Predicting Speech Intelligibility Using a Gammachirp Envelope Distortion Index Based on the Signal-to-Distortion Ratio

Katsuhiko Yamamoto, Toshio Irino, Toshie Matsui, Shoko Araki, Keisuke Kinoshita

Speech Intelligibility in Cars: The Effect of Speaking Style, Noise and Listener Age

Cassia Valentini Botinhao, Junichi Yamagishi

Predicting Automatic Speech Recognition Performance Over Communication Channels from Instrumental Speech Quality and Intelligibility Scores

Laura Fernández Gallardo, Sebastian Möller, John Beerends

A Relevance Score Estimation for Spoken Term Detection Based on RNN-Generated Pronunciation Embeddings

Jan Švec, Josef V. Psutka, Luboš Šmídl, Jan Trmal

Improving Speech Recognizers by Refining Broadcast Data with Inaccurate Subtitle Timestamps

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

Evaluating Automatic Topic Segmentation as a Segment Retrieval Task

Abdessalam Bouchekif, Delphine Charlet, Geraldine Damnati, Nathalie Camelin, Yannick Estève

Hierarchical Recurrent Neural Network for Story Segmentation

Emiru Tsunoo, Peter Bell, Steve Renals

Zero-Shot Learning Across Heterogeneous Overlapping Domains

Anjishnu Kumar, Pavankumar Reddy Muddireddy, Markus Dreyer, Bjorn Hoffmeister

Compensating Gender Variability in Query-by-Example Search on Speech Using Voice Conversion

Paula Lopez-Otero, Laura Docio-Fernandez, Carmen Garcia-Mateo

Automatic Alignment Between Classroom Lecture Utterances and Slide Components

Masatoshi Tsuchiya, Ryo Minamiguchi

Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification

Bo-Ru Lu, Frank Shyu, Yun-Nung Chen, Hung-yi Lee, Lin-shan Lee

Incorporating Acoustic Features for Spontaneous Speech Driven Content Retrieval

Hiroto Tasaki, Tomoyosi Akiba

Exploring the Use of Significant Words Language Modeling for Spoken Document Retrieval

Ying-Wen Chen, Kuan-Yu Chen, Hsin-Min Wang, Berlin Chen

Fast and Accurate OOV Decoder on High-Level Features

Yuri Khokhlov, Natalia Tomashenko, Ivan Medennikov, Aleksei Romanenko

Constructing Acoustic Distances Between Subwords and States Obtained from a Deep Neural Network for Spoken Term Detection

Daisuke Kaneko, Ryota Konno, Kazunori Kojima, Kazuyo Tanaka, Shi-wook Lee

Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings

Shane Settle, Keith Levin, Herman Kamper, Karen Livescu

Recursive Whitening Transformation for Speaker Recognition on Language Mismatched Condition

Suwon Shon, Seongkyu Mun, Hanseok Ko

Locally Weighted Linear Discriminant Analysis for Robust Speaker Verification

Abhinav Misra, Shivesh Ranjan, John H.L. Hansen

IITG-Indigo System for NIST 2016 SRE Challenge

Nagendra Kumar, Rohan Kumar Das, Sarfaraz Jelil, Dhanush B.K., H. Kashyap

The Opensesame NIST 2016 Speaker Recognition Evaluation System

Gang Liu, Qi Qian, Zhibin Wang, Qingen Zhao, Tianzhou Wang

Null-Hypothesis LLR: A Proposal for Forensic Automatic Speaker Recognition

Yosef A. Solewicz, Michael Jessen, David van der Vloed

Homogeneity Measure Impact on Target and Non-Target Trials in Forensic Voice Comparison

Moez Ajili, Jean-Francois Bonastre, Waad Ben Kheder, Solange Rossato, Juliette Kahn

Acoustic Pairing of Original and Dubbed Voices in the Context of Video Game Localization

Adrien Gresse, Mickael Rouvier, Richard Dufour, Vincent Labatut, Jean-Francois Bonastre

LSTM Neural Network-Based Speaker Segmentation Using Acoustic and Language Modelling

Miquel India, José A.R. Fonollosa, Javier Hernando

Domain Adaptation of PLDA Models in Broadcast Diarization by Means of Unsupervised Speaker Clustering

Ignacio Viñals, Alfonso Ortega, Jesus Villalba, Antonio Miguel, Eduardo Lleida

Speaker Clustering by Iteratively Finding Discriminative Feature Space and Cluster Labels

Sungrack Yun, Hye Jin Jang, Taesu Kim

Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition

Antonio Miguel, Jorge Llombart, Alfonso Ortega, Eduardo Lleida

Conditional Generative Adversarial Nets Classifier for Spoken Language Identification

Peng Shen, Xugang Lu, Sheng Li, Hisashi Kawai

Bidirectional Modelling for Short Duration Language Identification

Sarith Fernando, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Julien Epps

Calibration Approaches for Language Detection

Mitchell McLaren, Luciana Ferrer, Diego Castan, Aaron Lawson

Multi-Channel Apollo Mission Speech Transcripts Calibration

Lakshmish Kaushik, Abhijeet Sangwan, John H.L. Hansen

Experiments in Character-Level Neural Network Models for Punctuation

William Gale, Sarangarajan Parthasarathy

Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach

Wenda Chen, Mark Hasegawa-Johnson, Nancy F. Chen, Boon Pang Lim

A Mostly Data-Driven Approach to Inverse Text Normalization

Ernest Pusateri, Bharat Ram Ambati, Elizabeth Brooks, Ondrej Platek, Donald McAllaster

Distilling Knowledge from an Ensemble of Models for Punctuation Prediction

Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Ya Li

Use of Graphemic Lexicons for Spoken Language Assessment

K.M. Knill, Mark J.F. Gales, K. Kyriakopoulos, A. Ragni, Y. Wang

Multiview Representation Learning via Deep CCA for Silent Speech Recognition

Myungjong Kim, Beiming Cao, Ted Mau, Jun Wang

Automatic Explanation Spot Estimation Method Targeted at Text and Figures in Lecture Slides

Shoko Tsujimura, Kazumasa Yamamoto, Seiichi Nakagawa

Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models

Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee

Off-Topic Spoken Response Detection with Word Embeddings

Su-Youn Yoon, Chong Min Lee, Ikkyu Choi, Xinhao Wang, Matthew Mulholland

Automatic Evaluation of Children Reading Aloud on Sentences and Pseudowords

Jorge Proença, Carla Lopes, Michael Tjalve, Andreas Stolcke, Sara Candeias

Comparison of Non-Parametric Bayesian Mixture Models for Syllable Clustering and Zero-Resource Speech Processing

Shreyas Seshadri, Ulpu Remes, Okko Rasanen

Developing On-Line Speaker Diarization System

Dimitrios Dimitriadis, Petr Fousek

Using Knowledge Graph and Search Query Click Logs in Statistical Language Model for Speech Recognition

Weiwu Zhu

Multi-Scale Context Adaptation for Improving Child Automatic Speech Recognition in Child-Adult Spoken Interactions

Manoj Kumar, Daniel Bone, Kelly McWilliams, Shanna Williams, Thomas D. Lyon

Sparse Non-Negative Matrix Language Modeling: Maximum Entropy Flexibility on the Cheap

Ciprian Chelba, Diamantino Caseiro, Fadi Biadsy

Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition

Mittul Singh, Youssef Oualil, Dietrich Klakow

Semi-Supervised Adaptation of RNNLMs by Fine-Tuning with Domain-Specific Auxiliary Features

Salil Deena, Raymond W.M. Ng, Pranava Madhyastha, Lucia Specia, Thomas Hain

Effectively Building Tera Scale MaxEnt Language Models Incorporating Non-Linguistic Signals

Fadi Biadsy, Mohammadreza Ghodsi, Diamantino Caseiro

Speech Processing Approach for Diagnosing Dementia in an Early Stage

Roozbeh Sadeghian, J. David Schaffer, Stephen A. Zahorian

Glottal Source Features for Automatic Speech-Based Depression Assessment

Olympia Simantiraki, Paulos Charonyktakis, Anastasia Pampouchidou, Manolis Tsiknakis, Martin Cooke

On Improving Acoustic Models for TORGO Dysarthric Speech Database

Neethu Mariam Joy, S. Umesh, Basil Abraham

Improving Child Speech Disorder Assessment by Incorporating Out-of-Domain Adult Speech

Daniel Smith, Alex Sneddon, Lauren Ward, Andreas Duenser, Jill Freyne

Multi-Stage DNN Training for Automatic Recognition of Dysarthric Speech

Emre Yılmaz, Mario Ganzeboom, Catia Cucchiarini, Helmer Strik

Acoustic Assessment of Disordered Voice with Continuous Speech Based on Utterance-Level ASR Posterior Features

Yuanyuan Liu, Tan Lee, P.C. Ching, Thomas K.T. Law, Kathy Y.S. Lee

Glottal Model Based Speech Beamforming for ad-hoc Microphone Arrays

Yang Zhang, Dinei Florencio, Mark Hasegawa-Johnson

Coherence-Based Dual-Channel Noise Reduction Algorithm in a Complex Noisy Environment

Youna Ji, Jun Byun, Young-cheol Park

Real-Time Speech Enhancement with GCC-NMF

Sean U.N. Wood, Jean Rouat

Eigenvector-Based Speech Mask Estimation Using Logistic Regression

Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf

Speaker-Aware Neural Network Based Beamformer for Speaker Extraction in Speech Mixtures

Kateřina Žmolíková, Marc Delcroix, Keisuke Kinoshita, Takuya Higuchi, Atsunori Ogawa

Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings

Lukas Drude, Reinhold Haeb-Umbach

NMT-Based Segmentation and Punctuation Insertion for Real-Time Spoken Language Translation

Eunah Cho, Jan Niehues, Alex Waibel

Toward Expressive Speech Translation: A Unified Sequence-to-Sequence LSTMs Approach for Translating Words and Emphasis

Quoc Truong Do, Sakriani Sakti, Satoshi Nakamura

Assessing the Tolerance of Neural Machine Translation Systems Against Speech Recognition Errors

Nicholas Ruiz, Mattia Antonino Di Gangi, Nicola Bertoldi, Marcello Federico

Structured-Based Curriculum Learning for End-to-End English-Japanese Speech Translation

Takatomo Kano, Sakriani Sakti, Satoshi Nakamura

Sequence-to-Sequence Models Can Directly Translate Foreign Speech

Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, zhifeng Chen

Call My Net Corpus: A Multilingual Corpus for Evaluation of Speaker Recognition Technology

Karen Jones, Stephanie Strassel, Kevin Walker, David Graff, Jonathan Wright