Jasha Droppo

Amazon (United States) — United States

Computer Science · Physical Sciences

37h-index6.4kcitations194works1.02yr avg
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Research Topics

Speech Recognition and Synthesis(116), Speech and Audio Processing(91), Music and Audio Processing(66), Natural Language Processing Techniques(27), Nuclear and radioactivity studies(25)

Publications194 total

LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data
2024· 1 cited
Federated Representation Learning for Automatic Speech Recognition
2023Open Access
Diffusion-based accent modelling in speech synthesis
2023· 1 cited
Federated Representation Learning for Automatic Speech Recognition
arXiv (Cornell University)·2023Open Access
Federated Self-Learning with Weak Supervision for Speech Recognition
arXiv (Cornell University)·2023Open Access
Federated Self-Learning with Weak Supervision for Speech Recognition
2023· 6 cited
Guided Contrastive Self-Supervised Pre-Training for Automatic Speech Recognition
2022 IEEE Spoken Language Technology Workshop (SLT)·2023
Stutter-TTS: Controlled Synthesis and Improved Recognition of Stuttered Speech
arXiv (Cornell University)·2022· 2 citedOpen Access
Guided contrastive self-supervised pre-training for automatic speech recognition
arXiv (Cornell University)·2022Open Access
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation
Interspeech 2022·2022· 2 cited
Adversarial Reweighting for Speaker Verification Fairness
Interspeech 2022·2022· 3 cited
Do You Listen with one or two Microphones? A Unified ASR Model for Single and Multi-Channel Audio
2022· 1 cited
ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining·2022· 6 citedOpen Access
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation
arXiv (Cornell University)·2022Open Access
Adversarial Reweighting for Speaker Verification Fairness
arXiv (Cornell University)·2022Open Access
Improving Fairness in Speaker Verification via Group-Adapted Fusion Network
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 11 citedOpen Access
Improved Representation Learning For Acoustic Event Classification Using Tree-Structured Ontology
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 5 cited
Investigation of Training Label Error Impact on RNN-T
arXiv (Cornell University)·2021· 1 citedOpen Access
Improving Multi-Speaker TTS Prosody Variance with a Residual Encoder and Normalizing Flows
2021Open Access
SynthASR: Unlocking Synthetic Data for Speech Recognition
2021· 2 citedOpen Access
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Frequent Co-authors

Alex Acero(26), Dong Yu(13), Xuedong Huang(11), Li Deng(10), Andreas Stolcke(9), Michael L. Seltzer(9), Frank Seide(7), Geoffrey Zweig(7), Wayne Xiong(5), Jian Wu(4), Deng Li(3), Zicheng Liu(3), Zhengyou Zhang(3), Hao Fu(2), Mike Seltzer(2), Lì Jiāng(2), Chao Weng(2), Guoli Ye(2), Jinyu Li(2), Li Deng(2)