Tara Sainath
25 papers · 2015–2024 · 4 venues · across top CS/AI venues
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Achievements
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(21)
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(12)
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(10)
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(4)
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(2)
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Research topics
Machine Learning
(20)
Speech & Audio
(20)
Recognition
(19)
Application Areas
(11)
Deep Learning
(10)
Artificial Intelligence
(8)
Core AI
(6)
Learning Types Β· Machine Learning
(6)
Optimization & Theory
(6)
Architectures
(5)
Core Methods
(5)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Natural Language Processing
(2)
Techniques
(2)
Keywords
automatic speech recognition
(10)
speech recognition
(6)
word error rate
(3)
streaming speech recognition
(3)
model compression
(3)
domain adaptation
(3)
end-to-end speech recognition
(3)
rare word recognition
(2)
knowledge distillation
(2)
streaming multilingual asr
(2)
conformer model
(2)
recurrent neural network transducer
(2)
representation learning
(2)
minimum word error rate
(2)
beam search
(2)
language model
(2)
end-to-end modeling
(2)
end-to-end model
(2)
multilingual speech recognition
(2)
contextual information
(1)
Papers
Contextual Biasing with the Knuth-Morris-Pratt Matching Algorithm
Interspeech 2024
Handling Ambiguity in Emotion: From Out-of-Domain Detection to Distribution Estimation
ACL 2024
Massive End-to-end Speech Recognition Models with Time Reduction
NAACL 2024
How to Estimate Model Transferability of Pre-Trained Speech Models?
Interspeech 2023
Improving Joint Speech-Text Representations Without Alignment
Interspeech 2023
Mixture-of-Expert Conformer for Streaming Multilingual ASR
Interspeech 2023
Modular Domain Adaptation for Conformer-Based Streaming ASR
Interspeech 2023
Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods
Interspeech 2023
Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR
Interspeech 2023
A Language Agnostic Multilingual Streaming On-Device ASR System
Interspeech 2022
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes
Interspeech 2022
E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR
Interspeech 2022
Improving Deliberation by Text-Only and Semi-Supervised Training
Interspeech 2022
Improving Rare Word Recognition with LM-aware MWER Training
Interspeech 2022
Self-supervised Representation Learning for Speech Processing
NAACL 2022
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition
Interspeech 2022
Streaming Align-Refine for Non-autoregressive Deliberation
Interspeech 2022
Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification
Interspeech 2022
Streaming Intended Query Detection using E2E Modeling for Continued Conversation
Interspeech 2022
Towards Disentangled Speech Representations
Interspeech 2022
Turn-Taking Prediction for Natural Conversational Speech
Interspeech 2022
Compression of End-to-End Models
Interspeech 2018
Contextual Speech Recognition in End-to-end Neural Network Systems Using Beam Search
Interspeech 2018
Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition
Interspeech 2018
Structured Transforms for Small-Footprint Deep Learning
NeurIPS 2015