Arun Narayanan
21 papers · 2016–2024 · 1 venue · across top CS/AI venues
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(74)
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Research topics
Machine Learning
(13)
Speech & Audio
(13)
Deep Learning
(12)
Recognition
(12)
Application Areas
(9)
Synthesis
(8)
Optimization & Theory
(6)
Architectures
(5)
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(5)
Learning Types Β· Deep Learning
(3)
Mathematics & Optimization
(1)
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(1)
Keywords
automatic speech recognition
(11)
speech enhancement
(5)
neural network
(4)
acoustic model
(4)
speech recognition
(4)
acoustic echo cancellation
(3)
data augmentation
(2)
speaker embedding
(2)
streaming model
(2)
sequence training
(2)
on-device speech recognition
(2)
end-to-end model
(2)
deep neural network
(2)
acoustic modeling
(2)
gradient clipping
(2)
word error rate
(2)
speaker verification
(1)
self-supervised learning
(1)
domain adaptation
(1)
computational complexity
(1)
Papers
Efficiently Train ASR Models that Memorize Less and Perform Better with Per-core Clipping
Interspeech 2024
Quantifying Unintended Memorization in BEST-RQ ASR Encoders
Interspeech 2024
TfCleanformer: A streaming, array-agnostic, full- and sub-band modeling front-end for robust ASR
Interspeech 2024
On Training a Neural Residual Acoustic Echo Suppressor for Improved ASR
Interspeech 2023
A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy
Interspeech 2022
A universally-deployable ASR frontend for joint acoustic echo cancellation, speech enhancement, and voice separation
Interspeech 2022
Extracting Targeted Training Data from ASR Models, and How to Mitigate It
Interspeech 2022
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition
Interspeech 2022
SNRi Target Training for Joint Speech Enhancement and Recognition
Interspeech 2022
A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models
Interspeech 2021
An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling
Interspeech 2021
Personalized Keyphrase Detection Using Speaker and Environment Information
Interspeech 2021
Anti-Aliasing Regularization in Stacking Layers
Interspeech 2020
Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition
Interspeech 2018
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models
Interspeech 2018
Acoustic Modeling for Google Home
Interspeech 2017
Adaptive Multichannel Dereverberation for Automatic Speech Recognition
Interspeech 2017
An Efficient Phone N-Gram Forward-Backward Computation Using Dense Matrix Multiplication
Interspeech 2017
Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training
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
Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction
Interspeech 2016