Bidirectional Representations for Low Resource Spoken Language Understanding

24 November 2022

Papers citing "Bidirectional Representations for Low Resource Spoken Language Understanding"

13 / 13 papers shown

Title
WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language Models Heting Gao Junrui Ni Kaizhi Qian Yang Zhang Shiyu Chang M. Hasegawa-Johnson VLM 139 31 0 29 Mar 2022
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding Yingzhi Wang Abdelmoumene Boumadane A. Heba 55 151 0 04 Nov 2021
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding Siddhant Arora Alissa Ostapenko Vijay Viswanathan Siddharth Dalmia Florian Metze Shinji Watanabe A. Black ELM 60 13 0 29 Jun 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 180 2,966 0 14 Jun 2021
Going deeper with Image Transformers Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Hervé Jégou ViT 154 1,014 0 31 Mar 2021
ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding Minjeong Kim Gyuwan Kim Sang-Woo Lee Jung-Woo Ha VLM 65 36 0 23 Oct 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 282 5,801 0 20 Jun 2020
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict Yosuke Higuchi Shinji Watanabe Nanxin Chen Tetsuji Ogawa Tetsunori Kobayashi 55 138 0 18 May 2020
On Layer Normalization in the Transformer Architecture Ruibin Xiong Yunchang Yang Di He Kai Zheng Shuxin Zheng Chen Xing Huishuai Zhang Yanyan Lan Liwei Wang Tie-Yan Liu AI4CE 136 993 0 12 Feb 2020
BERTje: A Dutch BERT Model Wietse de Vries Andreas van Cranenburgh Arianna Bisazza Tommaso Caselli Gertjan van Noord Malvina Nissim VLM SSeg 69 295 0 19 Dec 2019
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
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 109 1,507 0 30 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018