High-performance robust speech recognition using stereo training data. - Li Deng 001; Alex Acero; Li Jiang; Jasha Droppo; Xuedong Huang 001 (ICASSP, 2001)

Efficient on-line acoustic environment estimation for FCDCN in a continuous speech recognition system. - Jasha Droppo; Alex Acero; Li Deng 001 (ICASSP, 2001)

MiPad: a multimodal interaction prototype. - Xuedong Huang 001; Alex Acero; Ciprian Chelba; Li Deng 001; Jasha Droppo; Doug Duchene; Joshua Goodman 001; Hsiao-Wuen Hon; Derek Jacoby; Li Jiang; Ricky Loynd; Milind Mahajan; et al. (ICASSP, 2001)

Evaluation of the SPLICE algorithm on the Aurora2 database. - Jasha Droppo; Li Deng 001; Alex Acero (INTERSPEECH, 2001)

A speech-centric perspective for human-computer interface. - Li Deng 001; Alex Acero; Ye-Yi Wang; Kuansan Wang; Hsiao-Wuen Hon; Jasha Droppo; Milind Mahajan; Xuedong Huang 001 (IEEE Workshop on Multimedia Signal Processing, 2002)

A Bayesian approach to speech feature enhancement using the dynamic cepstral prior. - Li Deng 001; Jasha Droppo; Alex Acero (ICASSP, 2002)

Uncertainty decoding with SPLICE for noise robust speech recognition. - Jasha Droppo; Alex Acero; Li Deng 001 (ICASSP, 2002)

Sequential MAP noise estimation and a phase-sensitive model of the acoustic environment. - Li Deng 001; Jasha Droppo; Alex Acero (INTERSPEECH, 2002)

Exploiting variances in robust feature extraction based on a parametric model of speech distortion. - Li Deng 001; Jasha Droppo; Alex Acero (INTERSPEECH, 2002)

Noise from corrupted speech log mel-spectral energies. - Jasha Droppo; Alex Acero; Li Deng 001 (INTERSPEECH, 2002)

Evaluation of SPLICE on the Aurora 2 and 3 tasks. - Jasha Droppo; Li Deng 001; Alex Acero (INTERSPEECH, 2002)

Distributed speech processing in miPad's multimodal user interface. - Li Deng 001; Kuansan Wang; Alex Acero; Hsiao-Wuen Hon; Jasha Droppo; Constantinos Boulis; Ye-Yi Wang; Derek Jacoby; Milind Mahajan; Ciprian Chelba; Xuedong Huang 001 (IEEE Trans. Speech Audio Process., 2002)

Incremental Bayes learning with prior evolution for tracking nonstationary noise statistics from noisy speech data. - Li Deng 001; Jasha Droppo; Alex Acero (ICASSP (1), 2003)

A comparison of three non-linear observation models for noisy speech features. - Jasha Droppo; Li Deng 001; Alex Acero (INTERSPEECH, 2003)

A harmonic-model-based front end for robust speech recognition. - Michael L. Seltzer; Jasha Droppo; Alex Acero (INTERSPEECH, 2003)

Recursive estimation of nonstationary noise using iterative stochastic approximation for robust speech recognition. - Li Deng 001; Jasha Droppo; Alex Acero (IEEE Trans. Speech Audio Process., 2003)

Noise robust speech recognition with a switching linear dynamic model. - Jasha Droppo; Alex Acero (ICASSP (1), 2004)

Multi-sensory microphones for robust speech detection, enhancement and recognition. - Zhengyou Zhang; Zicheng Liu 001; Mike Sinclair; Alex Acero; Li Deng 001; Jasha Droppo; Xuedong Huang 001; Yanli Zheng (ICASSP (3), 2004)

Direct filtering for air- and bone-conductive microphones. - Zicheng Liu 001; Zhengyou Zhang; Alejandro Acero; Jasha Droppo; Xuedong Huang 001 (MMSP, 2004)

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 001; Jasha Droppo; Alex Acero (IEEE Trans. Speech Audio Process., 2004)

Estimating cepstrum of speech under the presence of noise using a joint prior of static and dynamic features. - Li Deng 001; Jasha Droppo; Alex Acero (IEEE Trans. Speech Audio Process., 2004)

Speech and Language Processing for Multimodal Human-Computer Interaction. - Li Deng 001; Ye-Yi Wang; Kuansan Wang; Alex Acero; Hsiao-Wuen Hon; Jasha Droppo; Constantinos Boulis; Milind Mahajan; Xuedong Huang 001 (J. VLSI Signal Process., 2004)

Leakage Model and Teeth Clack Removal for Air- and Bone-Conductive Integrated Microphones. - Zicheng Liu 001; Amar Subramanya; Zhengyou Zhang; Jasha Droppo; Alex Acero (ICASSP (1), 2005)

Maximum mutual information SPLICE transform for seen and unseen conditions. - Jasha Droppo; Alex Acero (INTERSPEECH, 2005)

Robust bandwidth extension of noise-corrupted narrowband speech. - Michael L. Seltzer; Alex Acero; Jasha Droppo (INTERSPEECH, 2005)

A graphical model for multi-sensory speech processing in air-and-bone conductive microphones. - Amarnag Subramanya; Zhengyou Zhang; Zicheng Liu 001; Jasha Droppo; Alex Acero (INTERSPEECH, 2005)

Analysis and comparison of two speech feature extraction/compensation algorithms. - Li Deng 001; Jian Wu 027; Jasha Droppo; Alex Acero (IEEE Signal Process. Lett., 2005)

Dynamic compensation of HMM variances using the feature enhancement uncertainty computed from a parametric model of speech distortion. - Li Deng 001; Jasha Droppo; Alex Acero (IEEE Trans. Speech Audio Process., 2005)

Joint Discriminative Front End and Back End Training for Improved Speech Recognition Accuracy. - Jasha Droppo; Alex Acero (ICASSP (1), 2006)

Maximum Entropy Confidence Estimation for Speech Recognition. - Christopher White; Jasha Droppo; Alex Acero; Julian Odell (ICASSP (4), 2007)

A fine pitch model for speech. - Jasha Droppo; Alex Acero (INTERSPEECH, 2007)

Speech enhancement using a pitch predictive model. - Luis Buera; Jasha Droppo; Alex Acero (ICASSP, 2008)

Robust design of wideband loudspeaker arrays. - Ivan Tashev; Jasha Droppo; Michael L. Seltzer; Alex Acero (ICASSP, 2008)

A minimum-mean-square-error noise reduction algorithm on Mel-frequency cepstra for robust speech recognition. - Dong Yu 001; Li Deng 001; Jasha Droppo; Jian Wu 027; Yifan Gong 001; Alex Acero (ICASSP, 2008)

Towards a non-parametric acoustic model: an acoustic decision tree for observation probability calculation. - Jasha Droppo; Michael L. Seltzer; Alex Acero; Yu-Hsiang Bosco Chiu (INTERSPEECH, 2008)

Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor. - Dong Yu 001; Li Deng 001; Jasha Droppo; Jian Wu 027; Yifan Gong 001; Alex Acero (IEEE Trans. Speech Audio Process., 2008)

Experimenting with a global decision tree for state clustering in automatic speech recognition systems. - Jasha Droppo; Alex Acero (ICASSP, 2009)

Context dependent phonetic string edit distance for automatic speech recognition. - Jasha Droppo; Alex Acero (ICASSP, 2010)

Information retrieval methods for automatic speech recognition. - Xiaoqiang Xiao; Jasha Droppo; Alex Acero (ICASSP, 2010)

Continuous speech recognition with a TF-IDF acoustic model. - Geoffrey Zweig; Patrick Nguyen; Jasha Droppo; Alex Acero (INTERSPEECH, 2010)

Spontaneous Mandarin speech understanding using Utterance Classification: A case study. - Yun-Cheng Ju; Jasha Droppo (ISCSLP, 2010)

Noise Adaptive Training for Robust Automatic Speech Recognition. - Ozlem Kalinli; Michael L. Seltzer; Jasha Droppo; Alex Acero (IEEE Trans. Speech Audio Process., 2010)

Joint encoding of the waveform and speech recognition features using a transform codec. - Xing Fan; Michael L. Seltzer; Jasha Droppo; Henrique S. Malvar; Alex Acero (ICASSP, 2011)

Learning non-parametric models of pronunciation. - Brian Hutchinson; Jasha Droppo (ICASSP, 2011)

Automatically Optimizing Utterance Classification Performance without Human in the Loop. - Yun-Cheng Ju; Jasha Droppo (INTERSPEECH, 2011)

Feature Compensation. - Jasha Droppo (Techniques for Noise Robustness in Automatic Speech Recognition, 2012)

A chunk-based phonetic score for mobile voice search. - Rohit Prabhavalkar; Jasha Droppo (ICASSP, 2012)

Multi-task learning in deep neural networks for improved phoneme recognition. - Michael L. Seltzer; Jasha Droppo (ICASSP, 2013)

Phone sequence modeling with recurrent neural networks. - Nicolas Boulanger-Lewandowski; Jasha Droppo; Mike Seltzer; Dong Yu 001 (ICASSP, 2014)

On parallelizability of stochastic gradient descent for speech DNNS. - Frank Seide; Hao Fu; Jasha Droppo; Gang Li 012; Dong Yu 001 (ICASSP, 2014)

Single-channel mixed speech recognition using deep neural networks. - Chao Weng; Dong Yu 001; Michael L. Seltzer; Jasha Droppo (ICASSP, 2014)

1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs. - Frank Seide; Hao Fu; Jasha Droppo; Gang Li 012; Dong Yu 001 (INTERSPEECH, 2014)

An introduction to computational networks and the computational network toolkit (invited talk). - Dong Yu 001; Adam Eversole; Michael L. Seltzer; Kaisheng Yao; Brian Guenter; Oleksii Kuchaiev; Frank Seide; Huaming Wang; Jasha Droppo; Zhiheng Huang; Geoffrey Zweig; Christopher J. Rossbach; et al. (INTERSPEECH, 2014)

Deep bi-directional recurrent networks over spectral windows. - Abdel-rahman Mohamed; Frank Seide; Dong Yu 001; Jasha Droppo; Andreas Stolcke; Geoffrey Zweig; Gerald Penn (ASRU, 2015)

Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning. - Ritwik Giri; Michael L. Seltzer; Jasha Droppo; Dong Yu 001 (ICASSP, 2015)

Speech recognition with prediction-adaptation-correction recurrent neural networks. - Yu Zhang 033; Dong Yu 001; Michael L. Seltzer; Jasha Droppo (ICASSP, 2015)

Deep Neural Networks for Single-Channel Multi-Talker Speech Recognition. - Chao Weng; Dong Yu 001; Michael L. Seltzer; Jasha Droppo (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Self-stabilized deep neural network. - Pegah Ghahremani; Jasha Droppo (ICASSP, 2016)

Linearly augmented deep neural network. - Pegah Ghahremani; Jasha Droppo; Michael L. Seltzer (ICASSP, 2016)

Exploiting LSTM structure in deep neural networks for speech recognition. - Tianxing He; Jasha Droppo (ICASSP, 2016)

Parallelizing WFST speech decoders. - Charith Mendis; Jasha Droppo; Saeed Maleki; Madanlal Musuvathi; Todd Mytkowicz; Geoffrey Zweig (ICASSP, 2016)

Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention. - Dong Yu 001; Wayne Xiong; Jasha Droppo; Andreas Stolcke; Guoli Ye; Jinyu Li 001; Geoffrey Zweig (INTERSPEECH, 2016)

On training bi-directional neural network language model with noise contrastive estimation. - Tianxing He; Yu Zhang 033; Jasha Droppo; Kai Yu 004 (ISCSLP, 2016)

Achieving Human Parity in Conversational Speech Recognition. - Wayne Xiong; Jasha Droppo; Xuedong Huang 001; Frank Seide; Mike Seltzer; Andreas Stolcke; Dong Yu 001; Geoffrey Zweig (CoRR, 2016)

Acoustic-to-word model without OOV. - Jinyu Li 001; Guoli Ye; Rui Zhao 017; Jasha Droppo; Yifan Gong 001 (ASRU, 2017)

The microsoft 2016 conversational speech recognition system. - Wayne Xiong; Jasha Droppo; Xuedong Huang 001; Frank Seide; Mike Seltzer; Andreas Stolcke; Dong Yu 001; Geoffrey Zweig (ICASSP, 2017)

Advances in all-neural speech recognition. - Geoffrey Zweig; Chengzhu Yu; Jasha Droppo; Andreas Stolcke (ICASSP, 2017)

Comparing Human and Machine Errors in Conversational Speech Transcription. - Andreas Stolcke; Jasha Droppo (INTERSPEECH, 2017)

Toward Human Parity in Conversational Speech Recognition. - Wayne Xiong; Jasha Droppo; Xuedong Huang 001; Frank Seide; Michael L. Seltzer; Andreas Stolcke; Dong Yu 001; Geoffrey Zweig (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Sequence Modeling in Unsupervised Single-Channel Overlapped Speech Recognition. - Zhehuai Chen; Jasha Droppo (ICASSP, 2018)

The Microsoft 2017 Conversational Speech Recognition System. - Wayne Xiong; Lingfeng Wu; Fil Alleva; Jasha Droppo; Xuedong Huang 001; Andreas Stolcke (ICASSP, 2018)

Progressive Joint Modeling in Unsupervised Single-Channel Overlapped Speech Recognition. - Zhehuai Chen; Jasha Droppo; Jinyu Li 001; Wayne Xiong (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Single-channel Speech Extraction Using Speaker Inventory and Attention Network. - Xiong Xiao; Zhuo Chen 006; Takuya Yoshioka; Hakan Erdogan; Changliang Liu; Dimitrios Dimitriadis; Jasha Droppo; Yifan Gong 001 (ICASSP, 2019)

Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition. - Jinxi Guo; Gautam Tiwari; Jasha Droppo; Maarten Van Segbroeck; Che-Wei Huang; Andreas Stolcke; Roland Maas (INTERSPEECH, 2020)

Top-Down Attention in End-to-End Spoken Language Understanding. - Yixin Chen 003; Weiyi Lu; Alejandro Mottini; Li Erran Li; Jasha Droppo; Zheng Du; Belinda Zeng (ICASSP, 2021)

Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching. - Surabhi Punjabi; Harish Arsikere; Zeynab Raeesy; Chander Chandak; Nikhil Bhave; Ankish Bansal; Markus Müller; Sergio Murillo; Ariya Rastrow; Andreas Stolcke; Jasha Droppo; Sri Garimella; et al. (ICASSP, 2021)

DO as I Mean, Not as I Say: Sequence Loss Training for Spoken Language Understanding. - Milind Rao; Pranav Dheram; Gautam Tiwari; Anirudh Raju; Jasha Droppo; Ariya Rastrow; Andreas Stolcke (ICASSP, 2021)

Exploring the application of synthetic audio in training keyword spotters. - Andrew Werchniak; Roberto Barra-Chicote; Yuriy Mishchenko; Jasha Droppo; Jeff Condal; Peng Liu; Anish Shah (ICASSP, 2021)

Scaling Laws for Acoustic Models. - Jasha Droppo; Oguz Elibol (Interspeech, 2021)

SynthASR: Unlocking Synthetic Data for Speech Recognition. - Amin Fazel; Wei Yang; Yulan Liu; Roberto Barra-Chicote; Yixiong Meng; Roland Maas; Jasha Droppo (Interspeech, 2021)

Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention. - Daniel Korzekwa; Roberto Barra-Chicote; Szymon Zaporowski; Grzegorz Beringer; Jaime Lorenzo-Trueba; Alicja Serafinowicz; Jasha Droppo; Thomas Drugman; Bozena Kostek (Interspeech, 2021)

Scaling Effect of Self-Supervised Speech Models. - Jie Pu; Yuguang Yang 004; Ruirui Li 002; Oguz Elibol; Jasha Droppo (Interspeech, 2021)

Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. - Swayambhu Nath Ray; Minhua Wu; Anirudh Raju; Pegah Ghahremani; Raghavendra Bilgi; Milind Rao; Harish Arsikere; Ariya Rastrow; Andreas Stolcke; Jasha Droppo (Interspeech, 2021)

wav2vec-C: A Self-Supervised Model for Speech Representation Learning. - Samik Sadhu; Di He 004; Che-Wei Huang; Sri Harish Mallidi; Minhua Wu; Ariya Rastrow; Andreas Stolcke; Jasha Droppo; Roland Maas (Interspeech, 2021)

Evaluating the Vulnerability of End-to-End Automatic Speech Recognition Models to Membership Inference Attacks. - Muhammad A. Shah; Joseph Szurley; Markus Müller; Athanasios Mouchtaris; Jasha Droppo (Interspeech, 2021)

CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition. - Rupak Vignesh Swaminathan; Brian John King; Grant P. Strimel; Jasha Droppo; Athanasios Mouchtaris (Interspeech, 2021)

Improving Multi-Speaker TTS Prosody Variance with a Residual Encoder and Normalizing Flows. - Iván Vallés-Pérez; Julian Roth; Grzegorz Beringer; Roberto Barra-Chicote; Jasha Droppo (Interspeech, 2021)

Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition. - Bhargav Pulugundla; Yang Gao; Brian John King; Gokce Keskin; Sri Harish Mallidi; Minhua Wu; Jasha Droppo; Roland Maas (CoRR, 2021)

Investigation of Training Label Error Impact on RNN-T. - I-Fan Chen; Brian King; Jasha Droppo (CoRR, 2021)

Improving Fairness in Speaker Verification via Group-Adapted Fusion Network. - Hua Shen; Yuguang Yang 004; Guoli Sun; Ryan Langman; Eunjung Han; Jasha Droppo; Andreas Stolcke (ICASSP, 2022)

Improved Representation Learning For Acoustic Event Classification Using Tree-Structured Ontology. - Arman Zharmagambetov; Qingming Tang; Chieh-Chi Kao; Qin Zhang; Ming Sun 007; Viktor Rozgic; Jasha Droppo; Chao Wang 018 (ICASSP, 2022)

Adversarial Reweighting for Speaker Verification Fairness. - Minho Jin; Chelsea Ju; Zeya Chen; Yi-Chieh Liu; Jasha Droppo; Andreas Stolcke (INTERSPEECH, 2022)

Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation. - Viet Anh Trinh; Pegah Ghahremani; Brian John King; Jasha Droppo; Andreas Stolcke; Roland Maas (INTERSPEECH, 2022)

Do You Listen with one or two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. - Gokce Keskin; Minhua Wu; Brian John King; Sri Harish Mallidi; Yang Gao; Jasha Droppo; Ariya Rastrow; Roland Maas (IWAENC, 2022)

ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale. - Gopinath Chennupati; Milind Rao; Gurpreet Chadha; Aaron Eakin; Anirudh Raju; Gautam Tiwari; Anit Kumar Sahu; Ariya Rastrow; Jasha Droppo; Andy Oberlin; Buddha Nandanoor; Prahalad Venkataramanan; et al. (KDD, 2022)

Guided Contrastive Self-Supervised Pre-Training for Automatic Speech Recognition. - Aparna Khare; Minhua Wu; Saurabhchand Bhati; Jasha Droppo; Roland Maas (SLT, 2022)

Stutter-TTS: Controlled Synthesis and Improved Recognition of Stuttered Speech. - Xin Zhang; Iván Vallés-Pérez; Andreas Stolcke; Chengzhu Yu; Jasha Droppo; Olabanji Shonibare; Roberto Barra-Chicote; Venkatesh Ravichandran (CoRR, 2022)

Federated Self-Learning with Weak Supervision for Speech Recognition. - Milind Rao; Gopinath Chennupati; Gautam Tiwari; Anit Kumar Sahu; Anirudh Raju; Ariya Rastrow; Jasha Droppo (ICASSP, 2023)

Diffusion-based accent modelling in speech synthesis. - Kamil Deja; Georgi Tinchev; Marta Czarnowska; Marius Cotescu; Jasha Droppo (INTERSPEECH, 2023)

Federated Representation Learning for Automatic Speech Recognition. - Guruprasad V. Ramesh; Gopinath Chennupati; Milind Rao; Anit Kumar Sahu; Ariya Rastrow; Jasha Droppo (CoRR, 2023)

LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data. - Haoyu Wang 004; Ruirui Li 002; Zhengyang Wang; Xianfeng Tang; Danqing Zhang; Monica Xiao Cheng; Bing Yin; Jasha Droppo; Suhang Wang; Jing Gao 004 (ICDE, 2024)