Andreas Stolcke

Andreas Stolcke

University of California, Berkeley

H-index: 79

North America-United States

About Andreas Stolcke

Andreas Stolcke, With an exceptional h-index of 79 and a recent h-index of 36 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Speech Processing.

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

Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition

Audio-visual diarization to identify meeting attendees

Towards ASR robust spoken language understanding through in-context learning with word confusion networks

Paralinguistics-enhanced large language modeling of spoken dialogue

Turn-taking and backchannel prediction with acoustic and large language model fusion

Post-training embedding alignment for decoupling enrollment and runtime speaker recognition models

Learning when to trust which teacher for weakly supervised ASR

Adaptive Endpointing with Deep Contextual Multi-Armed Bandits

Andreas Stolcke Information

University

Position

Sr. Principal Scientist, Amazon and ICSI

Citations(all)

30855

Citations(since 2020)

6957

Cited By

26691

hIndex(all)

79

hIndex(since 2020)

36

i10Index(all)

238

i10Index(since 2020)

111

Email

University Profile Page

University of California, Berkeley

Google Scholar

View Google Scholar Profile

Andreas Stolcke Skills & Research Interests

Speech Processing

Top articles of Andreas Stolcke

Title

Journal

Author(s)

Publication Date

Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition

arXiv preprint arXiv:2401.10447

Yu Yu

Chao-Han Huck Yang

Tuan Dinh

Sungho Ryu

Jari Kolehmainen

...

2024/1/19

Audio-visual diarization to identify meeting attendees

2024/1/16

Towards ASR robust spoken language understanding through in-context learning with word confusion networks

Kevin Everson

Yile Gu

Huck Yang

Prashanth Gurunath Shivakumar

Guan-Ting Lin

...

2024/4/14

Paralinguistics-enhanced large language modeling of spoken dialogue

Guan-Ting Lin

Prashanth Gurunath Shivakumar

Ankur Gandhe

Chao-Han Huck Yang

Yile Gu

...

2024/4/14

Turn-taking and backchannel prediction with acoustic and large language model fusion

arXiv preprint arXiv:2401.14717

Jinhan Wang

Long Chen

Aparna Khare

Anirudh Raju

Pranav Dheram

...

2024/1/26

Post-training embedding alignment for decoupling enrollment and runtime speaker recognition models

arXiv preprint arXiv:2401.12440

Chenyang Gao

Brecht Desplanques

Chelsea J-T Ju

Aman Chadha

Andreas Stolcke

2024/1/23

Learning when to trust which teacher for weakly supervised ASR

arXiv preprint arXiv:2306.12012

Aakriti Agrawal

Milind Rao

Anit Kumar Sahu

Gopinath Chennupati

Andreas Stolcke

2023/6/21

Adaptive Endpointing with Deep Contextual Multi-Armed Bandits

Andreas Stolcke

Anirudh Raju

Colin Vaz

Di He

Venkatesh Ravichandran

...

2023/6/4

Procter: Pronunciation-aware contextual adapter for personalized speech recognition in neural transducers

Rahul Pandey

Roger Ren

Qi Luo

Jing Liu

Ariya Rastrow

...

2023/6/4

Generative speech recognition error correction with large language models and task-activating prompting

Chao-Han Huck Yang

Yile Gu

Yi-Chieh Liu

Shalini Ghosh

Ivan Bulyko

...

2023/12/16

Streaming speech-to-confusion network speech recognition

arXiv preprint arXiv:2306.03778

Denis Filimonov

Prabhat Pandey

Ariya Rastrow

Ankur Gandhe

Andreas Stolcke

2023/6/2

Low-rank adaptation of large language model rescoring for parameter-efficient speech recognition

Yu Yu

Chao-Han Huck Yang

Jari Kolehmainen

Prashanth G Shivakumar

Yile Gu

...

2023/12/16

An experimental study on private aggregation of teacher ensemble learning for end-to-end speech recognition

Chao-Han Huck Yang

I-Fan Chen

Andreas Stolcke

Sabato Marco Siniscalchi

Chin-Hui Lee

2023/1/9

System and method for speaker role determination and scrubbing identifying information

2023/9/26

Cue vectors: Modular training of language models conditioned on diverse contextual signals

arXiv preprint arXiv:2203.08774

Scott Novotney

Sreeparna Mukherjee

Zeeshan Ahmed

Andreas Stolcke

2022/3/16

Improving fairness in speaker verification via group-adapted fusion network

Hua Shen

Yuguang Yang

Guoli Sun

Ryan Langman

Eunjung Han

...

2022/5/23

Adversarial reweighting for speaker verification fairness

arXiv preprint arXiv:2207.07776

Minho Jin

Chelsea J-T Ju

Zeya Chen

Yi-Chieh Liu

Jasha Droppo

...

2022/7/15

Stutter-TTS: Controlled synthesis and improved recognition of stuttered speech

arXiv preprint arXiv:2211.09731

Xin Zhang

Iván Vallés-Pérez

Andreas Stolcke

Chengzhu Yu

Jasha Droppo

...

2022/11/4

Self-supervised speaker recognition training using human-machine dialogues

Metehan Cekic

Ruirui Li

Zeya Chen

Yuguang Yang

Andreas Stolcke

...

2022/5/23

Graph-based multi-view fusion and local adaptation: Mitigating within-household confusability for speaker identification

arXiv preprint arXiv:2207.04081

Long Chen

Yixiong Meng

Venkatesh Ravichandran

Andreas Stolcke

2022/7/8

See List of Professors in Andreas Stolcke University(University of California, Berkeley)

Co-Authors

H-index: 113
Dan Jurafsky

Dan Jurafsky

Stanford University

H-index: 72
Mari Ostendorf

Mari Ostendorf

University of Washington

H-index: 69
Nelson Morgan

Nelson Morgan

University of California, Berkeley

H-index: 40
Luciana Ferrer

Luciana Ferrer

Universidad de Buenos Aires

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