← Authors

Tara N. Sainath

29 papers · 2012–2024 · 2 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (12) 🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🐝 Cross-Pollinator (12) 🏠 Conference Loyalist (28) 🌟 Keyword Trendsetter Combo (4) 🀝 Dynamic Duo (10) πŸ”¬ Deep Specialist (11) πŸ† Keyword Champion (6) πŸ‘₯ Mega-Team (20) πŸ—ƒοΈ Keyword Collector (62) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (29)

Conferences

INTERSPEECH (28) NAACL (1)

Top co-authors

Bo Li (10) David Rybach (6) Ruoming Pang (5) Rohit Prabhavalkar (5) Michiel Bacchiani (5) Arun Narayanan (5) Golan Pundak (4) Trevor Strohman (4) Cal Peyser (4) Ron J. Weiss (4)

Keywords

speech recognition (12) word error rate (6) end-to-end model (6) automatic speech recognition (6) end-to-end speech recognition (5) recurrent neural network (4) neural network (4) acoustic modeling (4) language model (3) acoustic model (3) recurrent neural network transducer (3) long short-term memory (3) listen attend spell (3) feature extraction (2) computational complexity (2) streaming speech recognition (2) domain adaptation (2) contextual biasing (2) streaming model (2) connectionist temporal classification (2)

Papers

Text Injection for Neural Contextual Biasing INTERSPEECH 2024
An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling INTERSPEECH 2021
Lookup-Table Recurrent Language Models for Long Tail Speech Recognition INTERSPEECH 2021
A Deliberation-Based Joint Acoustic and Text Decoder INTERSPEECH 2021
Multitask Training with Text Data for End-to-End Speech Recognition INTERSPEECH 2021
Tied & Reduced RNN-T Decoder INTERSPEECH 2021
Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus INTERSPEECH 2020
Low Latency Speech Recognition Using End-to-End Prefetching INTERSPEECH 2020
Emitting Word Timings with End-to-End Models INTERSPEECH 2020
Improving Performance of End-to-End ASR on Numeric Sequences INTERSPEECH 2019
Two-Pass End-to-End Speech Recognition INTERSPEECH 2019
Shallow-Fusion End-to-End Contextual Biasing INTERSPEECH 2019
Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model INTERSPEECH 2019
Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models INTERSPEECH 2019
Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home INTERSPEECH 2017
Acoustic Modeling for Google Home INTERSPEECH 2017
Reducing the Computational Complexity of Two-Dimensional LSTMs INTERSPEECH 2017
A Comparison of Sequence-to-Sequence Models for Speech Recognition INTERSPEECH 2017
Highway-LSTM and Recurrent Highway Networks for Speech Recognition INTERSPEECH 2017
Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training INTERSPEECH 2017
An Analysis of β€œAttention” in Sequence-to-Sequence Models INTERSPEECH 2017
Endpoint Detection Using Grid Long Short-Term Memory Networks for Streaming Speech Recognition INTERSPEECH 2017
Lower Frame Rate Neural Network Acoustic Models INTERSPEECH 2016
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling INTERSPEECH 2016
Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures for LVCSR Tasks INTERSPEECH 2016
Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction INTERSPEECH 2016
Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition INTERSPEECH 2016
Feature Learning with Raw-Waveform CLDNNs for Voice Activity Detection INTERSPEECH 2016
Deep Neural Network Language Models NAACL 2012