Karen Livescu

Karen Livescu

Toyota Technological Institute

H-index: 51

Asia-Japan

About Karen Livescu

Karen Livescu, With an exceptional h-index of 51 and a recent h-index of 42 (since 2020), a distinguished researcher at Toyota Technological Institute, specializes in the field of speech and language processing, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Generative Context-Aware Fine-Tuning of Self-Supervised Speech Models

AV2WAV: Diffusion-Based Re-Synthesis from Continuous Self-Supervised Features for Audio-Visual Speech Enhancement

What do self-supervised speech models know about words?

Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing

Comparative layer-wise analysis of self-supervised speech models

Few-Shot Spoken Language Understanding Via Joint Speech-Text Models

TTIC’s Submission to WMT-SLT 23

Toward joint language modeling for speech units and text

Karen Livescu Information

University

Position

___

Citations(all)

12400

Citations(since 2020)

7912

Cited By

7641

hIndex(all)

51

hIndex(since 2020)

42

i10Index(all)

112

i10Index(since 2020)

77

Email

University Profile Page

Toyota Technological Institute

Google Scholar

View Google Scholar Profile

Karen Livescu Skills & Research Interests

speech and language processing

machine learning

Top articles of Karen Livescu

Title

Journal

Author(s)

Publication Date

Generative Context-Aware Fine-Tuning of Self-Supervised Speech Models

Suwon Shon

Kwangyoun Kim

Prashant Sridhar

Yi-Te Hsu

Shinji Watanabe

...

2024/4/14

AV2WAV: Diffusion-Based Re-Synthesis from Continuous Self-Supervised Features for Audio-Visual Speech Enhancement

Ju-Chieh Chou

Chung-Ming Chien

Karen Livescu

2024/4/14

What do self-supervised speech models know about words?

Transactions of the Association for Computational Linguistics

Ankita Pasad

Chung-Ming Chien

Shane Settle

Karen Livescu

2024/4/12

Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing

arXiv preprint arXiv:2402.13433

Freda Shi

Kevin Gimpel

Karen Livescu

2024/2/21

Comparative layer-wise analysis of self-supervised speech models

Ankita Pasad

Bowen Shi

Karen Livescu

2023/6/4

Few-Shot Spoken Language Understanding Via Joint Speech-Text Models

Chung-Ming Chien

Mingjiamei Zhang

Ju-Chieh Chou

Karen Livescu

2023/12/16

TTIC’s Submission to WMT-SLT 23

Marcelo Sandoval-Castaneda

Yanhong Li

Bowen Shi

Diane Brentari

Karen Livescu

...

2023/12

Toward joint language modeling for speech units and text

arXiv preprint arXiv:2310.08715

Ju-Chieh Chou

Chung-Ming Chien

Wei-Ning Hsu

Karen Livescu

Arun Babu

...

2023/10/12

Self-supervised video transformers for isolated sign language recognition

arXiv preprint arXiv:2309.02450

Marcelo Sandoval-Castaneda

Yanhong Li

Diane Brentari

Karen Livescu

Gregory Shakhnarovich

2023/9/2

Audio-visual neural syntax acquisition

ASRU

Cheng-I Jeff Lai

Freda Shi

Puyuan Peng

Yoon Kim

Kevin Gimpel

...

2023

Context-aware fine-tuning of self-supervised speech models

Suwon Shon

Felix Wu

Kwangyoun Kim

Prashant Sridhar

Karen Livescu

...

2023/6/4

Chess as a testbed for language model state tracking

AAAI 2022

Shubham Toshniwal

Sam Wiseman

Karen Livescu

Kevin Gimpel

2022/5/13

Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing

IEEE Journal of Selected Topics in Signal Processing

Hung-Yi Lee

Shinji Watanabe

Karen Livescu

Abdelrahman Mohamed

Tara Sainath

2022/10/18

Textless phrase structure induction from visually-grounded speech

Cheng-I Lai

Freda Shi

Puyuan Peng

Yoon Kim

Kevin Gimpel

...

2022/9/29

SLUE phase-2: A benchmark suite of diverse spoken language understanding tasks

arXiv preprint arXiv:2212.10525

Suwon Shon

Siddhant Arora

Chyi-Jiunn Lin

Ankita Pasad

Felix Wu

...

2022/12/20

Beyond the imitation game: Quantifying and extrapolating the capabilities of language models

arXiv preprint arXiv:2206.04615

Aarohi Srivastava

Abhinav Rastogi

Abhishek Rao

Abu Awal Md Shoeb

Abubakar Abid

...

2022/6/9

Proceedings of the 23rd Annual Conference of the International Speech Communication Association

Lori Lamel

Mark Hasegawa-Johnson

John HL Hansen

Kyogu Lee

Hanseok Ko

...

2022/9/18

Open-domain sign language translation learned from online video

arXiv preprint arXiv:2205.12870

Bowen Shi

Diane Brentari

Greg Shakhnarovich

Karen Livescu

2022/5/25

Baked-in State Probing

Shubham Toshniwal

Sam Wiseman

Karen Livescu

Kevin Gimpel

2022/12

Slue: New benchmark tasks for spoken language understanding evaluation on natural speech

Suwon Shon

Ankita Pasad

Felix Wu

Pablo Brusco

Yoav Artzi

...

2022/5/23

See List of Professors in Karen Livescu University(Toyota Technological Institute)

Co-Authors

H-index: 89
James Glass

James Glass

Massachusetts Institute of Technology

H-index: 81
Kate Saenko

Kate Saenko

Boston University

H-index: 73
Jeffrey A. Bilmes

Jeffrey A. Bilmes

University of Washington

H-index: 68
Mohit Bansal

Mohit Bansal

University of North Carolina at Chapel Hill

H-index: 49
Mark Hasegawa-Johnson

Mark Hasegawa-Johnson

University of Illinois at Urbana-Champaign

H-index: 46
Kevin Gimpel

Kevin Gimpel

Toyota Technological Institute

academic-engine