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Improving Voice Trigger Detection with Metric Learning


Apr 05, 2022
Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed Tewfik

* Submitted to InterSpeech 2022 

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Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models


Mar 30, 2022
Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed H. Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed Tewfik

* Submitted to INTERSPEECH 2022 

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Multi-task Learning with Cross Attention for Keyword Spotting


Jul 15, 2021
Takuya Higuchi, Anmol Gupta, Chandra Dhir

* Submitted to ASRU 2021 

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Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation


May 14, 2021
Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir


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Dynamic curriculum learning via data parameters for noise robust keyword spotting


Feb 18, 2021
Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir

* Accepted at ICASSP 2021 

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Optimize what matters: Training DNN-HMM Keyword Spotting Model Using End Metric


Nov 02, 2020
Ashish Shrivastava, Arnav Kundu, Chandra Dhir, Devang Naik, Oncel Tuzel

* Submitted to ICASSP 2021 

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Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering


Aug 05, 2020
Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir

* INTERSPEECH, 2020 

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Unsupervised Style and Content Separation by Minimizing Mutual Information for Speech Synthesis


Mar 09, 2020
Ting-Yao Hu, Ashish Shrivastava, Oncel Tuzel, Chandra Dhir

* Accepted at ICASSP 2020 (for presentation in a lecture session) 

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