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

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

30 March 2022

Ahmed Hussen Abdelaziz

Saurabh N. Adya

Ahmed H. Tewfik

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

15 / 15 papers shown

Title
Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation Vineet Garg Wonil Chang Siddharth Sigtia Saurabh N. Adya P. Simha Pranay Dighe C. Dhir 49 9 0 14 May 2021
Knowledge Transfer for Efficient On-device False Trigger Mitigation Pranay Dighe Erik Marchi Srikanth Vishnubhotla S. Kajarekar Devang Naik 26 5 0 20 Oct 2020
Improving Device Directedness Classification of Utterances with Semantic Lexical Features Kellen Gillespie Ioannis C. Konstantakopoulos Xingzhi Guo V. Vasudevan A. Sethy AAML 25 15 0 29 Sep 2020
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering Saurabh N. Adya Vineet Garg Siddharth Sigtia P. Simha C. Dhir 32 18 0 05 Aug 2020
Unacceptable, where is my privacy? Exploring Accidental Triggers of Smart Speakers Lea Schonherr Maximilian Golla Thorsten Eisenhofer Jan Wiele D. Kolossa Thorsten Holz 42 41 0 02 Aug 2020
Voice trigger detection from LVCSR hypothesis lattices using bidirectional lattice recurrent neural networks Woojay Jeon Leo Liu Henry Mason 21 12 0 29 Feb 2020
Lattice-based Improvements for Voice Triggering Using Graph Neural Networks Pranay Dighe Saurabh N. Adya Nuoyu Li Srikanth Vishnubhotla Devang Naik Adithya Sagar Ying Ma S. Pulman Jason D. Williams 31 8 0 25 Jan 2020
Exploring attention mechanism for acoustic-based classification of speech utterances into system-directed and non-system-directed A. Norouzian Bogdan Mazoure Dermot Connolly D. Willett 38 28 0 01 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Device-directed Utterance Detection Sri Harish Reddy Mallidi Roland Maas K. Goehner Ariya Rastrow Spyros Matsoukas Björn Hoffmeister 28 48 0 07 Aug 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 658 131,414 0 12 Jun 2017
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 855 27,350 0 02 Dec 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 370 7,955 0 17 Aug 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 329 19,609 0 09 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014