Research Papers

title
authors
conference
/ journal
research areas
date
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks
AUTHORS

Yifan Peng
Kwangyoun Kim
Felix Wu Phd
Brian Yan
Siddhant Arora
William Chen
Jiyang Tang
Suwon Shon Phd
Prashant Sridhar
Shinji Watanabe

conference/journal
Interspeech 2023
RESEARCH AREAS

ASR
SLU

Date
Aug 2023
On the Effectiveness of Offline RL for Dialogue Response Generation
AUTHORS

Paloma Sodhi
Felix Wu Phd
Ethan Elenberg Phd
Kilian Weinberger Phd
Ryan Mcdonald Phd

conference/journal
ICML 2023
RESEARCH AREAS

Language Models
Reinforcement Learning
Task Oriented Dialogue

Date
Jul 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks
AUTHORS

Suwon Shon Phd
Siddhant Arora
Chyi Jiunn Lin
Ankita Pasad
Felix Wu Phd
Roshan Sharma
Wei Lun Wu
Hung Yi Lee
Karen Livescu
Shinji Watanabe

conference/journal
ACL 2023
RESEARCH AREAS

ASR
Benchmark
SLU

Date
Jul 2023
Structured Pruning of Self-Supervised Pre-TrAIned Models for Speech Recognition and Understanding
AUTHORS

Yifan Peng
Kwangyoun Kim
Felix Wu Phd
Prashant Sridhar
Shinji Watanabe

conference/journal
ICASSP 2023
RESEARCH AREAS

ASR
Model Compression
SLU

Date
Jun 2023
Context-Aware Fine-Tuning of Self-Supervised Speech Models
AUTHORS

Suwon Shon Phd
Felix Wu Phd
Kwangyoun Kim
Prashant Sridhar
Karen Livescu
Shinji Watanabe

conference/journal
ICASSP 2023
RESEARCH AREAS

ASR
Sentiment Analysis
SLU

Date
Jun 2023
Wav2Seq: Pre-Training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages
AUTHORS

Felix Wu Phd
Kwangyoun Kim
Shinji Watanabe
Alane Suhr
Ryan Mcdonald Phd
Kilian Weinberger Phd
Yoav Artzi

conference/journal
ICASSP 2023
RESEARCH AREAS

ASR
Pre-training
Speech To Text

Date
Jun 2023
E-Branchformer: Branchformer with Enhanced merging for speech recognition
AUTHORS

Kwangyoun Kim
Felix Wu Phd
Yifan Peng
Jing Pan
Prashant Sridhar
Kyu Han Phd
Shinji Watanabe

conference/journal
SLT 2022
RESEARCH AREAS

ASR
Benchmark

Date
Sep 2022
Long-term Control for Dialogue Generation: Methods and Evaluation
AUTHORS

Ramya Ramakrishnan
Hashan Narangodage
Mauro Schilman
Kilian Weinberger Phd
Ryan Mcdonald Phd

conference/journal
NAACL 2022
RESEARCH AREAS

Dialog
Language Models
Text Generation

Date
Jul 2022
On the Use of External Data for Spoken Named Entity Recognition
AUTHORS

Ankita Pasad
Felix Wu Phd
Suwon Shon Phd
Karen Livescu
Kyu Han Phd

conference/journal
NAACL 2022
RESEARCH AREAS

ASR
NLU
Supervised Learning
SLU

Date
Jul 2022
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech
AUTHORS

Suwon Shon Phd
Ankita Pasad
Felix Wu Phd
Pablo Brusco
Yoav Artzi
Karen Livescu
Kyu Han Phd

conference/journal
ICASSP 2022
RESEARCH AREAS

ASR
Benchmark
Pre-training
Sentiment Analysis

Date
Nov 2021
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