Jasha Droppo

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 67

Top Venues

Publications

Haoyu Wang, Ruirui Li, Zhengyang Wang, Xianfeng Tang, Danqing Zhang, Monica Xiao Cheng, Bing Yin, Jasha Droppo, Suhang Wang, Jing Gao
LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data. ICDE (2024)
Kamil Deja, Georgi Tinchev, Marta Czarnowska, Marius Cotescu, Jasha Droppo
Diffusion-based accent modelling in speech synthesis. INTERSPEECH (2023)
Milind Rao, Gopinath Chennupati, Gautam Tiwari, Anit Kumar Sahu, Anirudh Raju, Ariya Rastrow, Jasha Droppo
Federated Self-Learning with Weak Supervision for Speech Recognition. CoRR (2023)
Guruprasad V. Ramesh, Gopinath Chennupati, Milind Rao, Anit Kumar Sahu, Ariya Rastrow, Jasha Droppo
Federated Representation Learning for Automatic Speech Recognition. CoRR (2023)
Milind Rao, Gopinath Chennupati, Gautam Tiwari, Anit Kumar Sahu, Anirudh Raju, Ariya Rastrow, Jasha Droppo
Federated Self-Learning with Weak Supervision for Speech Recognition. ICASSP (2023)
Aparna Khare, Minhua Wu, Saurabhchand Bhati, Jasha Droppo, Roland Maas
Guided Contrastive Self-Supervised Pre-Training for Automatic Speech Recognition. SLT (2022)
Minho Jin, Chelsea Ju, Zeya Chen, Yi-Chieh Liu, Jasha Droppo, Andreas Stolcke
Adversarial Reweighting for Speaker Verification Fairness. INTERSPEECH (2022)
Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke, Roland Maas
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation. INTERSPEECH (2022)
Arman Zharmagambetov, Qingming Tang, Chieh-Chi Kao, Qin Zhang, Ming Sun, Viktor Rozgic, Jasha Droppo, Chao Wang
Improved Representation Learning For Acoustic Event Classification Using Tree-Structured Ontology. ICASSP (2022)
Aparna Khare, Minhua Wu, Saurabhchand Bhati, Jasha Droppo, Roland Maas
Guided contrastive self-supervised pre-training for automatic speech recognition. CoRR (2022)
Hua Shen, Yuguang Yang, Guoli Sun, Ryan Langman, Eunjung Han, Jasha Droppo, Andreas Stolcke
Improving Fairness in Speaker Verification via Group-Adapted Fusion Network. ICASSP (2022)
Hua Shen, Yuguang Yang, Guoli Sun, Ryan Langman, Eunjung Han, Jasha Droppo, Andreas Stolcke
Improving fairness in speaker verification via Group-adapted Fusion Network. CoRR (2022)
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, Zheng Wu, Pankaj Sitpure
ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale. KDD (2022)
Gokce Keskin, Minhua Wu, Brian King, Sri Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas
Do You Listen with one or two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. IWAENC (2022)
Minho Jin, Chelsea J.-T. Ju, Zeya Chen, Yi-Chieh Liu, Jasha Droppo, Andreas Stolcke
Adversarial Reweighting for Speaker Verification Fairness. CoRR (2022)
Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke, Roland Maas
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation. CoRR (2022)
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, Zheng Wu, Pankaj Sitpure
ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale. CoRR (2022)
Xin Zhang, Iván Vallés-Pérez, Andreas Stolcke, Chengzhu Yu, Jasha Droppo, Olabanji Shonibare, Roberto Barra-Chicote, Venkatesh Ravichandran
Stutter-TTS: Controlled Synthesis and Improved Recognition of Stuttered Speech. CoRR (2022)
Daniel Korzekwa, Roberto Barra-Chicote, Szymon Zaporowski, Grzegorz Beringer, Jaime Lorenzo-Trueba, Alicja Serafinowicz, Jasha Droppo, Thomas Drugman, Bozena Kostek
Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention. Interspeech (2021)
Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo
Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. CoRR (2021)
Jasha Droppo, Oguz Elibol
Scaling Laws for Acoustic Models. Interspeech (2021)
Jasha Droppo, Oguz Elibol
Scaling Laws for Acoustic Models. CoRR (2021)
Amin Fazel, Wei Yang, Yulan Liu, Roberto Barra-Chicote, Yixiong Meng, Roland Maas, Jasha Droppo
SynthASR: Unlocking Synthetic Data for Speech Recognition. CoRR (2021)
Rupak Vignesh Swaminathan, Brian King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris
CoDERT: Distilling Encoder Representations with Co-Learning for Transducer-Based Speech Recognition. Interspeech (2021)
Jie Pu, Yuguang Yang, Ruirui Li, Oguz Elibol, Jasha Droppo
Scaling Effect of Self-Supervised Speech Models. Interspeech (2021)
Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo
Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End. Interspeech (2021)
Bhargav Pulugundla, Yang Gao, Brian King, Gokce Keskin, Sri Harish Mallidi, Minhua Wu, Jasha Droppo, Roland Maas
Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition. CoRR (2021)
Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas
Wav2vec-C: A Self-supervised Model for Speech Representation Learning. CoRR (2021)
Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann
Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching. ICASSP (2021)
Iván Vallés-Pérez, Julian Roth, Grzegorz Beringer, Roberto Barra-Chicote, Jasha Droppo
Improving Multi-Speaker TTS Prosody Variance with a Residual Encoder and Normalizing Flows. Interspeech (2021)
Muhammad A. Shah, Joseph Szurley, Markus Müller, Athanasios Mouchtaris, Jasha Droppo
Evaluating the Vulnerability of End-to-End Automatic Speech Recognition Models to Membership Inference Attacks. Interspeech (2021)
Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke
Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding. CoRR (2021)
I-Fan Chen, Brian King, Jasha Droppo
Investigation of Training Label Error Impact on RNN-T. CoRR (2021)
Rupak Vignesh Swaminathan, Brian King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris
CoDERT: Distilling Encoder Representations with Co-learning for Transducer-based Speech Recognition. CoRR (2021)
Gokce Keskin, Minhua Wu, Brian King, Sri Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas
Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. CoRR (2021)
Amin Fazel, Wei Yang, Yulan Liu, Roberto Barra-Chicote, Yixiong Meng, Roland Maas, Jasha Droppo
SynthASR: Unlocking Synthetic Data for Speech Recognition. Interspeech (2021)
Andrew Werchniak, Roberto Barra-Chicote, Yuriy Mishchenko, Jasha Droppo, Jeff Condal, Peng Liu, Anish Shah
Exploring the application of synthetic audio in training keyword spotters. ICASSP (2021)
Iván Vallés-Pérez, Julian Roth, Grzegorz Beringer, Roberto Barra-Chicote, Jasha Droppo
Improving multi-speaker TTS prosody variance with a residual encoder and normalizing flows. CoRR (2021)
Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas
wav2vec-C: A Self-Supervised Model for Speech Representation Learning. Interspeech (2021)
Yixin Chen, Weiyi Lu, Alejandro Mottini, Li Erran Li, Jasha Droppo, Zheng Du, Belinda Zeng
Top-Down Attention in End-to-End Spoken Language Understanding. ICASSP (2021)
Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke
DO as I Mean, Not as I Say: Sequence Loss Training for Spoken Language Understanding. ICASSP (2021)
Jinxi Guo, Gautam Tiwari, Jasha Droppo, Maarten Van Segbroeck, Che-Wei Huang, Andreas Stolcke, Roland Maas
Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition. INTERSPEECH (2020)
Jinxi Guo, Gautam Tiwari, Jasha Droppo, Maarten Van Segbroeck, Che-Wei Huang, Andreas Stolcke, Roland Maas
Efficient minimum word error rate training of RNN-Transducer for end-to-end speech recognition. CoRR (2020)
Daniel Korzekwa, Roberto Barra-Chicote, Szymon Zaporowski, Grzegorz Beringer, Jaime Lorenzo-Trueba, Alicja Serafinowicz, Jasha Droppo, Thomas Drugman, Bozena Kostek
Detection of Lexical Stress Errors in Non-native (L2) English with Data Augmentation and Attention. CoRR (2020)
Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, Jasha Droppo, Yifan Gong
Single-channel Speech Extraction Using Speaker Inventory and Attention Network. ICASSP (2019)
Zhehuai Chen, Jasha Droppo
Sequence Modeling in Unsupervised Single-Channel Overlapped Speech Recognition. ICASSP (2018)
Wayne Xiong, Lingfeng Wu, Fil Alleva, Jasha Droppo, Xuedong Huang, Andreas Stolcke
The Microsoft 2017 Conversational Speech Recognition System. ICASSP (2018)
Zhehuai Chen, Jasha Droppo, Jinyu Li, Wayne Xiong
Progressive Joint Modeling in Unsupervised Single-Channel Overlapped Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 26 (1) (2018)
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
The microsoft 2016 conversational speech recognition system. ICASSP (2017)
W. Xiong, L. Wu, Fil Alleva, Jasha Droppo, Xuedong Huang, Andreas Stolcke
The Microsoft 2017 Conversational Speech Recognition System. CoRR (2017)
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Michael L. Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
Toward Human Parity in Conversational Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (12) (2017)
Zhehuai Chen, Jasha Droppo, Jinyu Li, Wayne Xiong
Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition. CoRR (2017)
Andreas Stolcke, Jasha Droppo
Comparing Human and Machine Errors in Conversational Speech Transcription. CoRR (2017)
Jinyu Li, Guoli Ye, Rui Zhao, Jasha Droppo, Yifan Gong
Acoustic-to-word model without OOV. ASRU (2017)
Andreas Stolcke, Jasha Droppo
Comparing Human and Machine Errors in Conversational Speech Transcription. INTERSPEECH (2017)
Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
Advances in all-neural speech recognition. ICASSP (2017)
Jinyu Li, Guoli Ye, Rui Zhao, Jasha Droppo, Yifan Gong
Acoustic-To-Word Model Without OOV. CoRR (2017)
Pegah Ghahremani, Jasha Droppo
Self-stabilized deep neural network. ICASSP (2016)
Tianxing He, Yu Zhang, Jasha Droppo, Kai Yu
On Training Bi-directional Neural Network Language Model with Noise Contrastive Estimation. CoRR (2016)
Charith Mendis, Jasha Droppo, Saeed Maleki, Madanlal Musuvathi, Todd Mytkowicz, Geoffrey Zweig
Parallelizing WFST speech decoders. ICASSP (2016)
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
Achieving Human Parity in Conversational Speech Recognition. CoRR (2016)
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
The Microsoft 2016 Conversational Speech Recognition System. CoRR (2016)
Dong Yu, Wayne Xiong, Jasha Droppo, Andreas Stolcke, Guoli Ye, Jinyu Li, Geoffrey Zweig
Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention. INTERSPEECH (2016)
Geoffrey Zweig, Chengzhu Yu, Jasha Droppo, Andreas Stolcke
Advances in All-Neural Speech Recognition. CoRR (2016)
Tianxing He, Jasha Droppo
Exploiting LSTM structure in deep neural networks for speech recognition. ICASSP (2016)
Tianxing He, Yu Zhang, Jasha Droppo, Kai Yu
On training bi-directional neural network language model with noise contrastive estimation. ISCSLP (2016)
Pegah Ghahremani, Jasha Droppo, Michael L. Seltzer
Linearly augmented deep neural network. ICASSP (2016)
Abdel-rahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn
Deep bi-directional recurrent networks over spectral windows. ASRU (2015)
Yu Zhang, Dong Yu, Michael L. Seltzer, Jasha Droppo
Speech recognition with prediction-adaptation-correction recurrent neural networks. ICASSP (2015)
Ritwik Giri, Michael L. Seltzer, Jasha Droppo, Dong Yu
Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning. ICASSP (2015)
Chao Weng, Dong Yu, Michael L. Seltzer, Jasha Droppo
Deep Neural Networks for Single-Channel Multi-Talker Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 23 (10) (2015)
Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
On parallelizability of stochastic gradient descent for speech DNNS. ICASSP (2014)
Dong Yu, Adam Eversole, Michael L. Seltzer, Kaisheng Yao, Brian Guenter, Oleksii Kuchaiev, Frank Seide, Huaming Wang, Jasha Droppo, Zhiheng Huang, Geoffrey Zweig, Christopher J. Rossbach, Jon Currey
An introduction to computational networks and the computational network toolkit (invited talk). INTERSPEECH (2014)
Chao Weng, Dong Yu, Michael L. Seltzer, Jasha Droppo
Single-channel mixed speech recognition using deep neural networks. ICASSP (2014)
Nicolas Boulanger-Lewandowski, Jasha Droppo, Mike Seltzer, Dong Yu
Phone sequence modeling with recurrent neural networks. ICASSP (2014)
Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs. INTERSPEECH (2014)
Michael L. Seltzer, Jasha Droppo
Multi-task learning in deep neural networks for improved phoneme recognition. ICASSP (2013)
Rohit Prabhavalkar, Jasha Droppo
A chunk-based phonetic score for mobile voice search. ICASSP (2012)
Yun-Cheng Ju, Jasha Droppo
Automatically Optimizing Utterance Classification Performance without Human in the Loop. INTERSPEECH (2011)
Xing Fan, Michael L. Seltzer, Jasha Droppo, Henrique S. Malvar, Alex Acero
Joint encoding of the waveform and speech recognition features using a transform codec. ICASSP (2011)
Brian Hutchinson, Jasha Droppo
Learning non-parametric models of pronunciation. ICASSP (2011)
Ozlem Kalinli, Michael L. Seltzer, Jasha Droppo, Alex Acero
Noise Adaptive Training for Robust Automatic Speech Recognition. IEEE Trans. Speech Audio Process. 18 (8) (2010)
Geoffrey Zweig, Patrick Nguyen, Jasha Droppo, Alex Acero
Continuous speech recognition with a TF-IDF acoustic model. INTERSPEECH (2010)
Jasha Droppo, Alex Acero
Context dependent phonetic string edit distance for automatic speech recognition. ICASSP (2010)
Xiaoqiang Xiao, Jasha Droppo, Alex Acero
Information retrieval methods for automatic speech recognition. ICASSP (2010)
Yun-Cheng Ju, Jasha Droppo
Spontaneous Mandarin speech understanding using Utterance Classification: A case study. ISCSLP (2010)
Jasha Droppo, Alex Acero
Experimenting with a global decision tree for state clustering in automatic speech recognition systems. ICASSP (2009)
Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor. IEEE Trans. Speech Audio Process. 16 (5) (2008)
Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
A minimum-mean-square-error noise reduction algorithm on Mel-frequency cepstra for robust speech recognition. ICASSP (2008)
Ivan Tashev, Jasha Droppo, Michael L. Seltzer, Alex Acero
Robust design of wideband loudspeaker arrays. ICASSP (2008)
Luis Buera, Jasha Droppo, Alex Acero
Speech enhancement using a pitch predictive model. ICASSP (2008)
Jasha Droppo, Michael L. Seltzer, Alex Acero, Yu-Hsiang Bosco Chiu
Towards a non-parametric acoustic model: an acoustic decision tree for observation probability calculation. INTERSPEECH (2008)
Christopher White, Jasha Droppo, Alex Acero, Julian Odell
Maximum Entropy Confidence Estimation for Speech Recognition. ICASSP (4) (2007)
Jasha Droppo, Alex Acero
A fine pitch model for speech. INTERSPEECH (2007)
Jasha Droppo, Alex Acero
Joint Discriminative Front End and Back End Training for Improved Speech Recognition Accuracy. ICASSP (1) (2006)
Li Deng, Jasha Droppo, Alex Acero
Dynamic compensation of HMM variances using the feature enhancement uncertainty computed from a parametric model of speech distortion. IEEE Trans. Speech Audio Process. 13 (3) (2005)
Amarnag Subramanya, Zhengyou Zhang, Zicheng Liu, Jasha Droppo, Alex Acero
A graphical model for multi-sensory speech processing in air-and-bone conductive microphones. INTERSPEECH (2005)
Michael L. Seltzer, Alex Acero, Jasha Droppo
Robust bandwidth extension of noise-corrupted narrowband speech. INTERSPEECH (2005)
Jasha Droppo, Alex Acero
Maximum mutual information SPLICE transform for seen and unseen conditions. INTERSPEECH (2005)
Zicheng Liu, Amar Subramanya, Zhengyou Zhang, Jasha Droppo, Alex Acero
Leakage Model and Teeth Clack Removal for Air- and Bone-Conductive Integrated Microphones. ICASSP (1) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jasha Droppo