Tara N. Sainath
29 papers · 2012–2024 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Conference Loyalist
(28)
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Deep Specialist
(17)
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Mega-Team Β· Squad
π€
Dynamic Duo
(10)
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Keyword Trendsetter Combo
(5)
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Keyword Champion
(4)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(106)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Speech & Audio
(23)
Recognition
(23)
Deep Learning
(21)
Architectures
(18)
Machine Learning
(17)
Application Areas
(9)
Learning Types Β· Deep Learning
(6)
Core Methods
(5)
Optimization & Theory Β· Machine Learning
(4)
Techniques
(4)
Natural Language Processing
(2)
Learning Types Β· Machine Learning
(2)
Synthesis
(2)
Generation
(1)
Optimization & Theory Β· Deep Learning
(1)
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
A Deliberation-Based Joint Acoustic and Text Decoder
Interspeech 2021
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
Multitask Training with Text Data for End-to-End Speech Recognition
Interspeech 2021
Tied & Reduced RNN-T Decoder
Interspeech 2021
Emitting Word Timings with End-to-End Models
Interspeech 2020
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
Improving Performance of End-to-End ASR on Numeric Sequences
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
Shallow-Fusion End-to-End Contextual Biasing
Interspeech 2019
Two-Pass End-to-End Speech Recognition
Interspeech 2019
A Comparison of Sequence-to-Sequence Models for Speech Recognition
Interspeech 2017
Acoustic Modeling for Google Home
Interspeech 2017
An Analysis of βAttentionβ in Sequence-to-Sequence Models
Interspeech 2017
Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training
Interspeech 2017
Endpoint Detection Using Grid Long Short-Term Memory Networks for Streaming Speech Recognition
Interspeech 2017
Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home
Interspeech 2017
Highway-LSTM and Recurrent Highway Networks for Speech Recognition
Interspeech 2017
Reducing the Computational Complexity of Two-Dimensional LSTMs
Interspeech 2017
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling
Interspeech 2016
Feature Learning with Raw-Waveform CLDNNs for Voice Activity Detection
Interspeech 2016
Lower Frame Rate Neural Network Acoustic Models
Interspeech 2016
Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures for LVCSR Tasks
Interspeech 2016
Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition
Interspeech 2016
Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction
Interspeech 2016
Deep Neural Network Language Models
NAACL 2012