Jasha Droppo

发表

Speech and Language Processing for Multimodal Human-Computer Interaction (Invited Article)

Alex Acero, Li Deng, Xuedong Huang, 2004 .

Efficient on-line acoustic environment estimation for FCDCN in a continuous speech recognition system

Li Deng, Alex Acero, Jasha Droppo, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Speech enhancement using a pitch predictive model

Alex Acero, Jasha Droppo, Luis Buera, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Parallelizing WFST speech decoders

Geoffrey Zweig, Jasha Droppo, Todd Mytkowicz, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Recursive noise estimation using iterative stochastic approximation for stereo-based robust speech recognition

Jasha Droppo, Li Deng, Alejandro Acero, 2001, IEEE Workshop on Automatic Speech Recognition and Understanding, 2001. ASRU '01..

Progressive Joint Modeling in Unsupervised Single-Channel Overlapped Speech Recognition

Jinyu Li, Jasha Droppo, Zhehuai Chen, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Robust bandwidth extension of noise-corrupted narrowband speech

Alex Acero, Jasha Droppo, Michael L. Seltzer, 2005, INTERSPEECH.

Maximum Entropy Confidence Estimation for Speech Recognition

Alex Acero, Jasha Droppo, Christopher White, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

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

Geoffrey Zweig, Kaisheng Yao, Dong Yu, 2014, INTERSPEECH.

UNCERTAINTY DECODING WITH SPUCE FOR NOISE ROBUST SPEECH RECOGNITION

Jasha Droppo, Alex Acero, Li Deng, 2002 .

Experimenting with a global decision tree for state clustering in automatic speech recognition systems

Alex Acero, Jasha Droppo, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Advances in all-neural speech recognition

Geoffrey Zweig, Andreas Stolcke, Chengzhu Yu, 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust speech recognition using cepstral minimum-mean-square-error noise suppressor

Yifan Gong, Dong Yu, Alex Acero, 2008 .

Parallelizing WFST Speech Decoders (Poster)

Geoffrey Zweig, Jasha Droppo, Todd Mytkowicz, 2016 .

Noise Adaptive Training for Robust Automatic Speech Recognition

Alex Acero, Jasha Droppo, Ozlem Kalinli, 2010, IEEE Transactions on Audio, Speech, and Language Processing.

On training bi-directional neural network language model with noise contrastive estimation

Yu Zhang, Jasha Droppo, Kai Yu, 2016, 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP).

Achieving Human Parity in Conversational Speech Recognition pdf

Geoffrey Zweig, Andreas Stolcke, Dong Yu, 2016, ArXiv.

Self-Stabilized Deep Neural Net Poster

Jasha Droppo, Pegah Ghahremani, 2016 .

Robust design of wideband loudspeaker arrays

Alex Acero, Jasha Droppo, Ivan Tashev, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Continuous speech recognition with a TF-IDF acoustic model

Geoffrey Zweig, Patrick Nguyen, Alex Acero, 2010, INTERSPEECH.

Sequence Modeling in Unsupervised Single-Channel Overlapped Speech Recognition

Jasha Droppo, Zhehuai Chen, J. Droppo, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Information retrieval methods for automatic speech recognition

Alex Acero, Jasha Droppo, Xiaoqiang Xiao, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Towards a non-parametric acoustic model: an acoustic decision tree for observation probability calculation

Alex Acero, Jasha Droppo, Yu-Hsiang Bosco Chiu, 2008, INTERSPEECH.

A graphical model for multi-sensory speech processing in air-and-bone conductive microphones

Zicheng Liu, Zhengyou Zhang, Alex Acero, 2005, INTERSPEECH.

Suppression Rule for Speech Recognition Friendly Noise Suppressors

Jasha Droppo, Ivan Tashev, Alex Acero, 2006 .

High-performance robust speech recognition using stereo training data

Li Deng, Alex Acero, Xuedong Huang, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

The microsoft 2016 conversational speech recognition system

Geoffrey Zweig, Andreas Stolcke, Dong Yu, 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A harmonic-model-based front end for robust speech recognition

Alex Acero, Jasha Droppo, Michael L. Seltzer, 2003, INTERSPEECH.

Leakage model and teeth clack removal for air- and bone-conductive integrated microphones

Zicheng Liu, Zhengyou Zhang, Alex Acero, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Learning non-parametric models of pronunciation

Jasha Droppo, Brian Hutchinson, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Acoustic-to-word model without OOV

Yifan Gong, Jinyu Li, Jasha Droppo, 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Deep bi-directional recurrent networks over spectral windows

Geoffrey Zweig, Andreas Stolcke, Dong Yu, 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).

Analysis and comparison of two speech feature extraction/compensation algorithms

Li Deng, Alex Acero, Jian Wu, 2005, IEEE Signal Processing Letters.

Distributed speech processing in miPad's multimodal user interface

Li Deng, Alex Acero, Xuedong Huang, 2002, IEEE Trans. Speech Audio Process..

Maximum mutual information SPLICE transform for seen and unseen conditions

Alex Acero, Jasha Droppo, 2005, INTERSPEECH.

Phone sequence modeling with recurrent neural networks

Dong Yu, Jasha Droppo, Nicolas Boulanger-Lewandowski, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Noise robust speech recognition with a switching linear dynamic model

Alex Acero, Jasha Droppo, J. Droppo, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Self-stabilized deep neural network

Jasha Droppo, Pegah Ghahremani, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Context dependent phonetic string edit distance for automatic speech recognition

Alex Acero, Jasha Droppo, J. Droppo, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Linearly augmented deep neural network

Jasha Droppo, Michael L. Seltzer, Pegah Ghahremani, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

SINGLECHANNEL ENHANCEMENT FOR SPEECHRECOGNITION

Jasha Droppo, 2008 .

The Microsoft 2017 Conversational Speech Recognition System

Andreas Stolcke, Xuedong Huang, L. Wu, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Toward Human Parity in Conversational Speech Recognition

Geoffrey Zweig, Andreas Stolcke, Dong Yu, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Multi-task learning in deep neural networks for improved phoneme recognition

Jasha Droppo, Michael L. Seltzer, J. Droppo, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Single-channel Speech Extraction Using Speaker Inventory and Attention Network

Zhuo Chen, Yifan Gong, Hakan Erdogan, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Enhancement of log Mel power spectra of speech using a phase-sensitive model of the acoustic environment and sequential estimation of the corrupting noise

Li Deng, Alex Acero, Jasha Droppo, 2004, IEEE Transactions on Speech and Audio Processing.

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

Yifan Gong, Dong Yu, Li Deng, 2008, IEEE Transactions on Audio, Speech, and Language Processing.

Direct filtering for air- and bone-conductive microphones

Zicheng Liu, Zhengyou Zhang, Alex Acero, 2004, IEEE 6th Workshop on Multimedia Signal Processing, 2004..

The Microsoft 2017 Conversational Speech Recognition System [Technical Report]

Andreas Stolcke, Xuedong Huang, Jasha Droppo, 2017 .

A noise-robust ASR front-end using Wiener filter constructed from MMSE estimation of clean speech and noise

Jasha Droppo, Jian Wu, Li Deng, 2003, 2003 IEEE Workshop on Automatic Speech Recognition and Understanding (IEEE Cat. No.03EX721).

Spontaneous Mandarin speech understanding using Utterance Classification: A case study

Jasha Droppo, Yun-Cheng Ju, 2010, 2010 7th International Symposium on Chinese Spoken Language Processing.

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

Dong Yu, Gang Li, Jasha Droppo, 2014, INTERSPEECH.

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

Geoffrey Zweig, Andreas Stolcke, Jinyu Li, 2016, INTERSPEECH.

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

Jasha Droppo, Ritwik Giri, Dong Yu, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Comparing Human and Machine Errors in Conversational Speech Transcription pdf

Andreas Stolcke, Jasha Droppo, J. Droppo, 2017, INTERSPEECH.

Estimating cepstrum of speech under the presence of noise using a joint prior of static and dynamic features

Li Deng, Alex Acero, Jasha Droppo, 2004, IEEE Transactions on Speech and Audio Processing.

Exploiting LSTM structure in deep neural networks for speech recognition

Jasha Droppo, Tianxing He, J. Droppo, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Detection of Lexical Stress Errors in Non-native (L2) English with Data Augmentation and Attention pdf

Bozena Kostek, Thomas Drugman, Jasha Droppo, 2020, Interspeech.

Learning Methods in Multilingual Speech Recognition

Hui Lin, Dong Yu, Li Deng, 2008, NIPS 2008.

Speech and Language Processing for Multimodal Human-Computer Interaction

Li Deng, Alex Acero, Xuedong Huang, 2004, J. VLSI Signal Process..

A speech-centric perspective for human-computer interface

Li Deng, Alex Acero, Xuedong Huang, 2002, 2002 IEEE Workshop on Multimedia Signal Processing..

MiPad: a multimodal interaction prototype

Li Deng, Joshua Goodman, Alex Acero, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

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

Dong Yu, Chao Weng, Jasha Droppo, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Multi-sensory microphones for robust speech detection, enhancement and recognition

Zicheng Liu, Li Deng, Zhengyou Zhang, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Exploiting variances in robust feature extraction based on a parametric model of speech distortion

Li Deng, Alex Acero, Jasha Droppo, 2002, INTERSPEECH.

Recursive estimation of nonstationary noise using iterative stochastic approximation for robust speech recognition

Li Deng, Alex Acero, Jasha Droppo, 2003, IEEE Trans. Speech Audio Process..

Joint Discriminative Front End and Back End Training for Improved Speech Recognition Accuracy

Alex Acero, Jasha Droppo, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

A Bayesian approach to speech feature enhancement using the dynamic cepstral prior

Li Deng, Alex Acero, Jasha Droppo, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

A comparison of three non-linear observation models for noisy speech features

Li Deng, Alex Acero, Jasha Droppo, 2003, INTERSPEECH.

Sequential MAP noise estimation and a phase-sensitive model of the acoustic environment

Li Deng, Alex Acero, Jasha Droppo, 2002, INTERSPEECH.

Efficient minimum word error rate training of RNN-Transducer for end-to-end speech recognition

Andreas Stolcke, Roland Maas, Maarten Van Segbroeck, 2020, INTERSPEECH.

A fine pitch model for speech

Alex Acero, Jasha Droppo, 2007, INTERSPEECH.

Feature Compensation

Jasha Droppo, 2012, Techniques for Noise Robustness in Automatic Speech Recognition.

Speech recognition with prediction-adaptation-correction recurrent neural networks

Yu Zhang, Dong Yu, Jasha Droppo, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Joint encoding of the waveform and speech recognition features using a transform codec

Henrique S. Malvar, Alex Acero, Jasha Droppo, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Incremental Bayes learning with prior evolution for tracking nonstationary noise statistics from noisy speech data

Li Deng, Alex Acero, Jasha Droppo, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

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

Yifan Gong, Dong Yu, Li Deng, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Evaluation of the SPLICE algorithm on the Aurora2 database

Li Deng, Alex Acero, Jasha Droppo, 2001, INTERSPEECH.

Single-channel mixed speech recognition using deep neural networks

Dong Yu, Chao Weng, Jasha Droppo, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Air- and bone-conductive integrated microphones for robust speech detection and enhancement

Xuedong Huang, Jasha Droppo, Zhengyou Zhang, 2003, 2003 IEEE Workshop on Automatic Speech Recognition and Understanding (IEEE Cat. No.03EX721).

Uncertainty decoding with SPLICE for noise robust speech recognition

Li Deng, Alex Acero, Jasha Droppo, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Optimizing time-frequency distributions for automatic classification

Jasha Droppo, Jack McLaughlin, Les Atlas, 1997, Optics & Photonics.

Dynamic compensation of HMM variances using the feature enhancement uncertainty computed from a parametric model of speech distortion

Li Deng, Alex Acero, Jasha Droppo, 2005, IEEE Transactions on Speech and Audio Processing.

Noise from corrupted speech log mel-spectral energies

Li Deng, Alex Acero, Jasha Droppo, 2002, INTERSPEECH.

Evaluation of SPLICE on the Aurora 2 and 3 tasks

Li Deng, Alex Acero, Jasha Droppo, 2002, INTERSPEECH.

Automatically Optimizing Utterance Classification Performance without Human in the Loop

Jasha Droppo, Yun-Cheng Ju, 2011, INTERSPEECH.

On parallelizability of stochastic gradient descent for speech DNNS

Dong Yu, Gang Li, Jasha Droppo, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A chunk-based phonetic score for mobile voice search

Jasha Droppo, Rohit Prabhavalkar, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Detection of Lexical Stress Errors in Non-native (L2) English with Data Augmentation and Attention pdf

Bozena Kostek, Thomas Drugman, Jasha Droppo, 2021, Interspeech 2021.

Scaling Laws for Acoustic Models pdf

Jasha Droppo, Oguz H. Elibol, Oguz Elibol, 2021, Interspeech.

DO as I Mean, Not as I Say: Sequence Loss Training for Spoken Language Understanding

Andreas Stolcke, Ariya Rastrow, Jasha Droppo, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End pdf

Andreas Stolcke, Ariya Rastrow, Jasha Droppo, 2021, Interspeech.

Exploring the application of synthetic audio in training keyword spotters

Jasha Droppo, Roberto Barra-Chicote, Peng Liu, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Improving multi-speaker TTS prosody variance with a residual encoder and normalizing flows pdf

Jasha Droppo, Roberto Barra-Chicote, Grzegorz Beringer, 2021, Interspeech.

Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching

Andreas Stolcke, Athanasios Mouchtaris, Roland Maas, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Scaling Effect of Self-Supervised Speech Models

Jasha Droppo, Oguz H. Elibol, Ruirui Li, 2021, Interspeech.

CoDERT: Distilling Encoder Representations with Co-learning for Transducer-based Speech Recognition pdf

Athanasios Mouchtaris, Jasha Droppo, Rupak Vignesh Swaminathan, 2021, Interspeech.

Top-Down Attention in End-to-End Spoken Language Understanding

Alejandro Mottini, Jasha Droppo, Erran L. Li, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

SynthASR: Unlocking Synthetic Data for Speech Recognition pdf

Roland Maas, Jasha Droppo, Wei Yang, 2021, Interspeech.

Wav2vec-C: A Self-supervised Model for Speech Representation Learning pdf

Andreas Stolcke, Che-Wei Huang, Sri Harish Reddy Mallidi, 2021, Interspeech.

Investigation of Training Label Error Impact on RNN-T pdf

I-Fan Chen, Jasha Droppo, Brian King, 2021, ArXiv.

Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition pdf

Sri Harish Reddy Mallidi, Roland Maas, Jasha Droppo, 2021, ArXiv.

Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio pdf

Roland Maas, Ariya Rastrow, Jasha Droppo, 2021, ArXiv.

Application of classifier-optimal time-frequency distributions to speech analysis

Jasha Droppo, Les Atlas, 1998, Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis (Cat. No.98TH8380).