Improving End-to-End SLU performance with Prosodic Attention and Distillation

14 May 2023

Papers citing "Improving End-to-End SLU performance with Prosodic Attention and Distillation"

15 / 15 papers shown

Title
Skit-S2I: An Indian Accented Speech to Intent dataset Shangeth Rajaa Swaraj Dalmia Kumarmanas Nethil 68 5 0 26 Dec 2022
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 194 3,684 0 06 Dec 2022
STOP: A dataset for Spoken Task Oriented Semantic Parsing Paden Tomasello Akshat Shrivastava Daniel Lazar Po-Chun Hsu Duc Le ... Robin Algayres Tu Nguyen Emmanuel Dupoux Luke Zettlemoyer Abdel-rahman Mohamed 59 36 0 29 Jun 2022
A neural prosody encoder for end-ro-end dialogue act classification Kailin Wei D. Knox Martin H. Radfar Thanh-Binh Tran Markus Muller Grant P. Strimel Nathan Susanj Athanasios Mouchtaris M. Omologo 31 6 0 11 May 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems Vishal Sunder Eric Fosler-Lussier Samuel Thomas H. Kuo Brian Kingsbury 46 7 0 11 Apr 2022
Shennong: a Python toolbox for audio speech features extraction Mathieu Bernard Maxime Poli Julien Karadayi Emmanuel Dupoux 74 5 0 10 Dec 2021
Reasonable Effectiveness of Random Weighting: A Litmus Test for Multi-Task Learning Baijiong Lin Feiyang Ye Yu Zhang Ivor W. Tsang 99 98 0 20 Nov 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification Yiding Jiang Bidisha Sharma Maulik C. Madhavi Haizhou Li 67 26 0 05 Aug 2021
It's not what you said, it's how you said it: discriminative perception of speech as a multichannel communication system Sarenne Wallbridge P. Bell Catherine Lai 54 9 0 01 May 2021
SLURP: A Spoken Language Understanding Resource Package E. Bastianelli Andrea Vanzo P. Swietojanski Verena Rieser VLM 88 229 0 26 Nov 2020
Leveraging Unpaired Text Data for Training End-to-End Speech-to-Intent Systems Yinghui Huang H. Kuo Samuel Thomas Zvi Kons Kartik Audhkhasi Brian Kingsbury R. Hoory M. Picheny VLM 41 63 0 08 Oct 2020
Self-attention encoding and pooling for speaker recognition Pooyan Safari Miquel India Javier Hernando ViT 54 81 0 03 Aug 2020
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 68 354 0 07 Apr 2019
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 172 5,011 0 27 Jun 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014