Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and
language Models for Intent Classification

Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification

15 February 2021

Maulik C. Madhavi

Haizhou Li

Papers citing "Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification"

10 / 10 papers shown

Title
AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents A. Owodunni Aditya Yadavalli Chris C. Emezue Tobi Olatunji Clinton Mbataku 35 1 0 02 Feb 2024
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis Jianqiao Lu Wenyong Huang Nianzu Zheng Xingshan Zeng Y. Yeung Xiao Chen SyDa 24 1 0 09 Oct 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling Hengguan Huang Jagadeesh Balam Boris Ginsburg 16 4 0 13 Jul 2023
Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks Esaú Villatoro-Tello S. Madikeri Juan Pablo Zuluaga Bidisha Sharma Seyyed Saeed Sarfjoo Iuliia Nigmatulina P. Motlícek A. Ivanov A. Ganapathiraju 23 3 0 16 Dec 2022
Oracle Teacher: Leveraging Target Information for Better Knowledge Distillation of CTC Models J. Yoon H. Kim Hyeon Seung Lee Sunghwan Ahn N. Kim 33 1 0 05 Nov 2021
Detecting Dementia from Speech and Transcripts using Transformers Loukas Ilias D. Askounis J. Psarras 16 32 0 27 Oct 2021
Exploring Teacher-Student Learning Approach for Multi-lingual Speech-to-Intent Classification Bidisha Sharma Maulik C. Madhavi Xuehao Zhou Haizhou Li 17 2 0 28 Sep 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification Yiding Jiang Bidisha Sharma Maulik C. Madhavi Haizhou Li 33 25 0 05 Aug 2021
Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning Qian Chen Wen Wang Qinglin Zhang 11 10 0 21 Apr 2021
Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers Loren Lugosch Piyush Papreja Mirco Ravanelli A. Heba Titouan Parcollet 24 12 0 04 Apr 2021