Dong Yu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Framework for Adapting DNN Speaker Embedding Across Languages.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2020

On the localness modeling for the self-attention based end-to-end speech synthesis.

[BibT_eX]

[DOI]

Neural Networks, 2020

Audio-Visual Speech Separation and Dereverberation With a Two-Stage Multimodal Network.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2020

Multi-Modal Multi-Channel Target Speech Separation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2020

TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Dialogue Utterance Rewriting as Sequence Tagging.

[BibT_eX]

[DOI]

CoRR, 2020

Phonetic Posteriorgrams based Many-to-Many Singing Voice Conversion via Adversarial Training.

[BibT_eX]

[DOI]

CoRR, 2020

Automatic Summarization of Open-Domain Podcast Episodes.

[BibT_eX]

[DOI]

CoRR, 2020

High-Fidelity 3D Digital Human Creation from RGB-D Selfies.

[BibT_eX]

[DOI]

CoRR, 2020

On the Role of Conceptualization in Commonsense Knowledge Graph Construction.

[BibT_eX]

[DOI]

CoRR, 2020

Automatic Summarization of Open-Domain Podcast Episodes.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Building Digital Human.

[BibT_eX]

[DOI]

Aswin Shanmugam Subramanian

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

DurIAN-SC: Duration Informed Attention Network Based Singing Voice Conversion System.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Audio-Visual Multi-Channel Recognition of Overlapped Speech.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

DurIAN: Duration Informed Attention Network for Speech Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Neural Spatio-Temporal Beamformer for Target Speech Separation.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Peking Opera Synthesis via Duration Informed Attention Network.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Transferring Source Style in Non-Parallel Voice Conversion.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

End-to-End Multi-Look Keyword Spotting.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Audio-Visual Recognition of Overlapped Speech for the LRS2 Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Dfsmn-San with Persistent Memory Model for Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Reverberant Speech Training Using Diffuse Acoustic Simulation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Far-Field Location Guided Target Speech Extraction Using End-to-End Speech Recognition Objectives.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

End-To-End Accent Conversion Without Using Native Utterances.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-Level Deep Neural Network Adaptation for Speaker Verification Using MMD and Consistency Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Mixup-breakdown: A Consistency Training Method for Improving Generalization of Speech Separation Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Speaker-Aware Target Speaker Enhancement by Jointly Learning with Speaker Embedding Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Integration of Multi-Look Beamformers for Multi-Channel Keyword Spotting.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Random Gossip BMUF Process for Neural Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Enhancing End-to-End Multi-Channel Speech Separation Via Spatial Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Pitchnet: Unsupervised Singing Voice Conversion with Pitch Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Code-Switched Speech Synthesis Using Bilingual Phonetic Posteriorgram with Only Monolingual Corpora.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Semantic Role Labeling Guided Multi-turn Dialogue ReWriter.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Better Highlighting: Creating Sub-Sentence Summary Highlights.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Comprehensive Image Captioning via Scene Graph Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Dialogue-Based Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Structural Information Preserving for Graph-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Joint Parsing and Generation for Abstractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Relation Extraction Exploiting Full Dependency Forests.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2019

Synthesising Expressiveness in Peking Opera via Duration Informed Attention Network.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Singing From Speech.

[BibT_eX]

[DOI]

CoRR, 2019

A Unified Framework for Speech Separation.

[BibT_eX]

[DOI]

Fahimeh Bahmaninezhad

CoRR, 2019

Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations.

[BibT_eX]

[DOI]

CoRR, 2019

Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Pre-Trained Multilingual Models with Vocabulary Expansion.

[BibT_eX]

[DOI]

CoRR, 2019

DurIAN: Duration Informed Attention Network For Multimodal Synthesis.

[BibT_eX]

[DOI]

CoRR, 2019

Maximizing Mutual Information for Tacotron.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Word Embeddings with Domain Awareness.

[BibT_eX]

[DOI]

CoRR, 2019

End-to-End Multi-Channel Speech Separation.

[BibT_eX]

[DOI]

CoRR, 2019

Probing Prior Knowledge Needed in Challenging Chinese Machine Reading Comprehension.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Question Answering with External Knowledge.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Machine Reading Comprehension with General Reading Strategies.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Improved Speaker-Dependent Separation for CHiME-5 Challenge.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2019, 2019

Large Margin Training for Attention Based End-to-End Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2019, 2019

Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2019, 2019

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

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2019, 2019

Disambiguation of Chinese Polyphones in an End-to-End Framework with Semantic Features Extracted by Pre-Trained BERT.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2019, 2019

A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation.

[BibT_eX]

[DOI]

Fahimeh Bahmaninezhad

Proceedings of the Interspeech 2019, 2019

Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

A Fast and Accurate One-Stage Approach to Visual Grounding.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Seq2Seq Attentional Siamese Neural Networks for Text-dependent Speaker Verification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Encrypted Speech Recognition Using Deep Polynomial Networks.

[BibT_eX]

[DOI]

Shi-Xiong Zhang

Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Teach an All-rounder with Experts in Different Domains.

[BibT_eX]

[DOI]

Zhao You

Dan Su

Proceedings of the IEEE International Conference on Acoustics, 2019

Enhancing Hybrid Self-attention Structure with Relative-position-aware Bias for Speech Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Joint Training of Complex Ratio Mask Based Beamformer and Acoustic Model for Noise Robust Asr.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

A Comparison of Lattice-free Discriminative Training Criteria for Purely Sequence-trained Neural Network Acoustic Models.

[BibT_eX]

[DOI]

Chao Weng

Proceedings of the IEEE International Conference on Acoustics, 2019

Quasi-fully Convolutional Neural Network with Variational Inference for Speech Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning Discriminative Features in Sequence Training without Requiring Framewise Labelled Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Token-wise Training for Attention Based End-to-end Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Investigating End-to-end Speech Recognition for Mandarin-english Code-switching.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Component Fusion: Learning Replaceable Language Model Component for End-to-end Speech Recognition System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Boundary Discriminative Large Margin Cosine Loss for Text-independent Speaker Verification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Multi-band PIT and Model Integration for Improved Multi-channel Speech Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Multiplex Word Embeddings for Selectional Preference Acquisition.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Evidence Sentence Extraction for Machine Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Improving Pre-Trained Multilingual Model with Vocabulary Expansion.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Improving Speech Enhancement with Phonetic Embedding Features.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Time Domain Audio Visual Speech Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Syllable-Dependent Discriminative Learning for Small Footprint Text-Dependent Speaker Verification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Automatic Prosodic Structure Labeling using DNN-BGRU-CRF Hybrid Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Prosodic Structure Prediction using Deep Self-attention Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Knowledge-aware Pronoun Coreference Resolution.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Improving Question Answering with External Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018

Single-channel multi-talker speech recognition with permutation invariant training.

[BibT_eX]

[DOI]

Xuankai Chang

Speech Commun., 2018

Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2018

Past review, current progress, and challenges ahead on the cocktail party problem.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2018

Recent Progresses in Deep Learning based Acoustic Models (Updated).

[BibT_eX]

[DOI]

Jinyu Li

CoRR, 2018

An Exploration of Directly Using Word as ACOUSTIC Modeling Unit for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Improving Attention-Based End-to-End ASR Systems with Sequence-Based Loss Functions.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Speech Super-Resolution Using Parallel WaveNet.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Chinese Spoken Language Processing, 2018

A Multistage Training Framework for Acoustic-to-Word Model.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

Text-Dependent Speech Enhancement for Small-Footprint Robust Keyword Detection.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

Improving Attention Based Sequence-to-Sequence Models for End-to-End English Conversational Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

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

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

Deep Discriminative Embeddings for Duration Robust Speaker Verification.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks.

[BibT_eX]

[DOI]

Xuankai Chang

Proceedings of the Interspeech 2018, 2018

Knowledge Transfer in Permutation Invariant Training for Single-Channel Multi-Talker Speech Recognition.

[BibT_eX]

[DOI]

Tian Tan

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

XL-NBT: A Cross-lingual Neural Belief Tracking Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Toward Human Parity in Conversational Speech Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Multitalker Speech Separation With Utterance-Level Permutation Invariant Training of Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Recent progresses in deep learning based acoustic models.

[BibT_eX]

[DOI]

Jinyu Li

IEEE CAA J. Autom. Sinica, 2017

Multi-talker Speech Separation and Tracing with Permutation Invariant Training of Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Joint separation and denoising of noisy multi-talker speech using recurrent neural networks and permutation invariant training.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Recognizing Multi-Talker Speech with Permutation Invariant Training.

[BibT_eX]

[DOI]

Xuankai Chang

Proceedings of the Interspeech 2017, 2017

Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Permutation invariant training of deep models for speaker-independent multi-talker speech separation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

The microsoft 2016 conversational speech recognition system.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Advanced Recurrent Neural Networks for Automatic Speech Recognition.

[BibT_eX]

[DOI]

Guoguo Chen

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and Recognition.

[BibT_eX]

[DOI]

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

Sequence-Discriminative Training of Neural Networks.

[BibT_eX]

[DOI]

Guoguo Chen

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

Neural Network Based Multi-Factor Aware Joint Training for Robust Speech Recognition.

[BibT_eX]

[DOI]

Tian Tan

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Achieving Human Parity in Conversational Speech Recognition.

[BibT_eX]

[DOI]

CoRR, 2016

Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

Highway long short-term memory RNNS for distant speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Prediction-adaptation-correction recurrent neural networks for low-resource language speech recognition.

[BibT_eX]

[DOI]

Ekapol Chuangsuwanich

James R. Glass

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Deep beamforming networks for multi-channel speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Speaker-aware training of LSTM-RNNS for acoustic modelling.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Integrated adaptation with multi-factor joint-learning for far-field speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

An investigation into using parallel data for far-field speech recognition.

[BibT_eX]

[DOI]

Tian Tan

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Deep Neural Networks for Single-Channel Multi-Talker Speech Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2015

The Computational Network Toolkit [Best of the Web].

[BibT_eX]

[DOI]

Kaisheng Yao

IEEE Signal Process. Mag., 2015

Speech recognition with prediction-adaptation-correction recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Deep bi-directional recurrent networks over spectral windows.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Convolutional Neural Networks for Speech Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2014

A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Deep Learning: Methods and Applications.

[BibT_eX]

[DOI]

Found. Trends Signal Process., 2014

Spoken language understanding using long short-term memory neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

An introduction to computational networks and the computational network toolkit (invited talk).

[BibT_eX]

[DOI]

Christopher J. Rossbach

Jon Currey

Proceedings of the INTERSPEECH 2014, 2014

1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

Multi-accent deep neural network acoustic model with accent-specific top layer using the KLD-regularized model adaptation.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

A comparative analytic study on the Gaussian mixture and context dependent deep neural network hidden Markov models.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

Speech emotion recognition using deep neural network and extreme learning machine.

[BibT_eX]

[DOI]

Kun Han

Ivan Tashev

Proceedings of the INTERSPEECH 2014, 2014

Recurrent conditional random field for language understanding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Singular value decomposition based low-footprint speaker adaptation and personalization for deep neural network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Recurrent deep neural networks for robust speech recognition.

[BibT_eX]

[DOI]

Chao Weng

Nicolas Boulanger-Lewandowski

Shinji Watanabe

Biing-Hwang Fred Juang

Proceedings of the IEEE International Conference on Acoustics, 2014

Single-channel mixed speech recognition using deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

On parallelizability of stochastic gradient descent for speech DNNS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Phone sequence modeling with recurrent neural networks.

[BibT_eX]

[DOI]

Jasha Droppo

Mike Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition.

[BibT_eX]

[DOI]

Frank Seide

IEEE Trans. Speech Audio Process., 2013

Modeling Spectral Envelopes Using Restricted Boltzmann Machines and Deep Belief Networks for Statistical Parametric Speech Synthesis.

[BibT_eX]

[DOI]

Zhen-Hua Ling

IEEE Trans. Speech Audio Process., 2013

Speech Recognition Using Long-Span Temporal Patterns in a Deep Network Model.

[BibT_eX]

[DOI]

Sabato Marco Siniscalchi

Chin-Hui Lee

IEEE Signal Process. Lett., 2013

Tensor Deep Stacking Networks.

[BibT_eX]

[DOI]

Brian Hutchinson

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Exploiting deep neural networks for detection-based speech recognition.

[BibT_eX]

[DOI]

Sabato Marco Siniscalchi

Chin-Hui Lee

Neurocomputing, 2013

Feature Learning in Deep Neural Networks - A Study on Speech Recognition Tasks

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Learning Representations, 2013

Recurrent neural networks for language understanding.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

Semi-supervised GMM and DNN acoustic model training with multi-system combination and confidence re-calibration.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

Deep segmental neural networks for speech recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

Exploring convolutional neural network structures and optimization techniques for speech recognition.

[BibT_eX]

[DOI]

Ossama Abdel-Hamid

Proceedings of the INTERSPEECH 2013, 2013

KL-divergence regularized deep neural network adaptation for improved large vocabulary speech recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Error back propagation for sequence training of Context-Dependent Deep NetworkS for conversational speech transcription.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

An investigation of deep neural networks for noise robust speech recognition.

[BibT_eX]

[DOI]

Michael L. Seltzer

Yongqiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2013

Modeling spectral envelopes using restricted Boltzmann machines for statistical parametric speech synthesis.

[BibT_eX]

[DOI]

Zhen-Hua Ling

Proceedings of the IEEE International Conference on Acoustics, 2013

Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Recent advances in deep learning for speech research at Microsoft.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

A deep convolutional neural network using heterogeneous pooling for trading acoustic invariance with phonetic confusion.

[BibT_eX]

[DOI]

Ossama Abdel-Hamid

Proceedings of the IEEE International Conference on Acoustics, 2013

Large-scale malware classification using random projections and neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Introduction to the Special Section on Deep Learning for Speech and Language Processing.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2012

Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2012

Efficient and effective algorithms for training single-hidden-layer neural networks.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Adaptation of context-dependent deep neural networks for automatic speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Context-dependent Deep Neural Networks for audio indexing of real-life data.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Improving wideband speech recognition using mixed-bandwidth training data in CD-DNN-HMM.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Large Vocabulary Speech Recognition Using Deep Tensor Neural Networks.

[BibT_eX]

[DOI]

Frank Seide

Proceedings of the INTERSPEECH 2012, 2012

Parallel Training for Deep Stacking Networks.

[BibT_eX]

[DOI]

Brian Hutchinson

Proceedings of the INTERSPEECH 2012, 2012

Pipelined Back-Propagation for Context-Dependent Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2012, 2012

Exploiting sparseness in deep neural networks for large vocabulary speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition.

[BibT_eX]

[DOI]

Sabato Marco Siniscalchi

Chin-Hui Lee

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A deep architecture with bilinear modeling of hidden representations: Applications to phonetic recognition.

[BibT_eX]

[DOI]

Brian Hutchinson

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Scalable stacking and learning for building deep architectures.

[BibT_eX]

[DOI]

John C. Platt

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Deep Learning and Its Applications to Signal and Information Processing [Exploratory DSP].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2011

In-Car Media Search.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2011

Improved Bottleneck Features Using Pretrained Deep Neural Networks.

[BibT_eX]

[DOI]

Michael L. Seltzer

Proceedings of the INTERSPEECH 2011, 2011

Deep Convex Net: A Scalable Architecture for Speech Pattern Classification.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2011, 2011

Accelerated Parallelizable Neural Network Learning Algorithm for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2011, 2011

Conversational Speech Transcription Using Context-Dependent Deep Neural Networks.

[BibT_eX]

[DOI]

Frank Seide

Gang Li

Proceedings of the INTERSPEECH 2011, 2011

Large vocabulary continuous speech recognition with context-dependent DBN-HMMS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Feature engineering in Context-Dependent Deep Neural Networks for conversational speech transcription.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

Sequential Labeling Using Deep-Structured Conditional Random Fields.

[BibT_eX]

[DOI]

Shizhen Wang

IEEE J. Sel. Top. Signal Process., 2010

Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion.

[BibT_eX]

[DOI]

Balakrishnan Varadarajan

Comput. Speech Lang., 2010

Deep-structured hidden conditional random fields for phonetic recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

Investigation of full-sequence training of deep belief networks for speech recognition.

[BibT_eX]

[DOI]

Abdel-rahman Mohamed

Proceedings of the INTERSPEECH 2010, 2010

Unscented transform with online distortion estimation for HMM adaptation.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

Binary coding of speech spectrograms using a deep auto-encoder.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

Word confidence calibration using a maximum entropy model with constraints on confidence and word distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Language recognition using deep-structured conditional random fields.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Semantic confidence calibration for spoken dialog applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2009

Solving nonlinear estimation problems using splines [Lecture Notes].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2009

Using continuous features in the maximum entropy model.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2009

Hidden conditional random field with distribution constraints for phone classification.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2009, 2009

Cross-lingual speech recognition under runtime resource constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Discriminative pronounciation learning using phonetic decoder and minimum-classification-error criterion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Maximizing global entropy reduction for active learning in speech recognition.

[BibT_eX]

[DOI]

Balakrishnan Varadarajan

Proceedings of the IEEE International Conference on Acoustics, 2009

Using collective information in semi-supervised learning for speech recognition.

[BibT_eX]

[DOI]

Balakrishnan Varadarajan

Proceedings of the IEEE International Conference on Acoustics, 2009

A study on multilingual acoustic modeling for large vocabulary ASR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2008

An Integrative and Discriminative Technique for Spoken Utterance Classification.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2008

An introduction to voice search.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2008

Large-margin minimum classification error training: A theoretical risk minimization perspective.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2008

Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 6th International Symposium on Chinese Spoken Language Processing, 2008

Parameter clustering and sharing in variable-parameter HMMs for noise robust speech recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2008, 2008

Discriminative training of variable-parameter HMMs for noise robust speech recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2008, 2008

A minimum-mean-square-error noise reduction algorithm on Mel-frequency cepstra for robust speech recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Adaptation of compressed HMM parameters for resource-constrained speech recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

HMM adaptation using a phase-sensitive acoustic distortion model for environment-robust speech recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Speaker-adaptive learning of resonance targets in a hidden trajectory model of speech coarticulation.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2007

Improving the quality of alerts and predicting intruder's next goal with Hidden Colored Petri-Net.

[BibT_eX]

[DOI]

Comput. Networks, 2007

Commute UX: Telephone Dialog System for Location-based Services.

[BibT_eX]

[DOI]

Proceedings of the 8th SIGdial Workshop on Discourse and Dialogue, 2007

Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

The voice-rate dialog system for consumer ratings.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2007, 2007

Automated directory assistance system - from theory to practice.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2007, 2007

Handling phonetic context and speaker variation in a structure-based speech recognizer.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2007, 2007

Confidence measures for voice search applications.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2007, 2007

Voicepedia: towards speech-based access to unstructured information.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2007, 2007

Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

A Discriminative Training Framework using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

High-performance hmm adaptation with joint compensation of additive and convolutive distortions via Vector Taylor Series.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006

Structured speech modeling.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2006

A bidirectional target-filtering model of speech coarticulation and reduction: two-stage implementation for phonetic recognition.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2006

A lattice search technique for a long-contextual-span hidden trajectory model of speech.

[BibT_eX]

[DOI]

Speech Commun., 2006

An effective and efficient utterance verification technology using word n-gram filler models.

[BibT_eX]

[DOI]

Yun-Cheng Ju

Proceedings of the INTERSPEECH 2006, 2006

Use of incrementally regulated discriminative margins in MCE training for speech recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2006, 2006

A time-synchronous phonetic decoder for a long-contextual-Span hidden trajectory model.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2006, 2006

N-Gram Based Filler Model for Robust Grammar Authoring.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

A Speech-Centric Perspective for Human-Computer Interface: A Case Study.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 2005

Semiautomatic Improvements of System-Initiative Spoken Dialog Applications Using Interactive Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2005

Evaluation of a long-contextual-Span hidden trajectory model and phonetic recognizer using a* lattice search.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2005, 2005

Learning statistically characterized resonance targets in a hidden trajectory model of speech coarticulation and reduction.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2005, 2005

Maximum Entropy Based Generic Filter for Language Model Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A Hidden Trajectory Model with Bi-directional Target-Filtering: Cascaded vs. Integrated Implementation for Phonetic Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Alert confidence fusion in intrusion detection systems with extended Dempster-Shafer theory.

[BibT_eX]

[DOI]

Proceedings of the 43nd Annual Southeast Regional Conference, 2005

2004

Unsupervised learning from users' error correction in speech dictation.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2004, 2004

Towards Survivable Intrusion Detection System .

[BibT_eX]

[DOI]

Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

A Novel Framework for Alert Correlation and Understanding.

[BibT_eX]

[DOI]