Researcher Evidence Record

Dan Berrebbi

This bounded record lists 10 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include cs.CL, cs.SD, cs.LG work dated 2021 to 2023. The record describes sources and coverage; it makes no judgment about the person.

Compiled coverage vector

Measured lane counts only. Not a trust score or person verdict.

Identity 2 canonical identity row plus typed public identifiers Pith papers 10 attributed paper rows in the Pith corpus, itemized below Imported works 0 imported works beyond the paper ledger Current reviews 0 of 10 papers carrying a current Pith review; presence, not outcome Sourced citations 4 of 10 works with a source-named citation count Coauthors 46 distinct coauthors across shared paper rows

Enumerated paper scope: 3 fields (cs.CL, cs.SD, cs.LG) · 2021-2023 sources: authors, author_identifiers · paper_authors · author_works · current_verdicts · cited_works

A sourced case file for attributed work. It is neither a profile score nor a verdict about this researcher.

Attributed works

A bounded ledger from the Pith paper and imported-work queries. Counts and source confidence stay with each work.

2023 Pith paper

Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond

cs.SD provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper

Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning

cs.CL provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

4

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper

Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data

cs.CL provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

4

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark

cs.SD provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 external cited by from arxiv_reference

4 pith inbound references from cited_work_pith_inbound_counts
2023 Pith paper
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit

cs.SD provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

9

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2022 Pith paper

More Speaking or More Speakers?

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2022 Pith paper

Avoid Overthinking in Self-Supervised Models for Speech Recognition

cs.CL provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2022 Pith paper
Continuous Pseudo-Labeling from the Start

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2022 Pith paper
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation

cs.CL provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2021 Pith paper

Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization

cs.CL provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Dan Berrebbi

Author position

6

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.

Evidence apparatus

The machinery behind this record. Every lane states whether Pith measured it, did not query it, could not reach it, or withheld it.

Lane	State	Observed	Boundary and source
identity	Measured	2	Canonical identity row plus public typed identifiers. source=authors, author_identifiers
papers	Measured	10 of 10 bounded rows	Rows attributed to this author UUID in the Pith corpus. source=paper_authors
works	Measured zero	0 of 0 bounded rows	Imported works not duplicated by the paper ledger. source=author_works
reviews	Measured zero	0 of 10 bounded rows	Coverage count only. No review outcome is projected onto the person. source=current_verdicts
citations	Measured	4 of 10 bounded rows	Counts remain itemized by work and source. source=cited_works
coauthors	Measured	46 of 10 bounded rows	Shared-work edges from admitted paper rows. source=paper_authors
account	Unavailable	No public count of 1 bounded rows	Account metadata is separate from corpus evidence. source=users.author_id

Public identity sources

name variant
Dan Berrebbi backfill
confidence 0.6

identity history

Enumerated research scope

Fields and dates come only from enumerated, non-disputed Pith paper rows. They do not claim career completeness.

cs.CL5 rows
cs.SD3 rows
cs.LG2 rows
20211 rows
20224 rows
20235 rows

Shared-work index

Abdelrahman Mohamed2 shared rows
paper_authors
Brian Yan6 shared rows
paper_authors
Chao Weng1 shared rows
paper_authors
Chunlei Zhang1 shared rows
paper_authors
Dong Yu1 shared rows
paper_authors
En-Pei Hu2 shared rows
paper_authors
Hirofumi Inaguma1 shared rows
paper_authors
Ho-Lam Chuang1 shared rows
paper_authors
Ho-Lam Chung1 shared rows
paper_authors
Hsiu-Hsuan Wang1 shared rows
paper_authors
Hung-yi Lee2 shared rows
paper_authors
Jee-weon Jung1 shared rows
paper_authors
Jiatong Shi6 shared rows
paper_authors
Jinchuan Tian1 shared rows
paper_authors
Jonathan D. Amith1 shared rows
paper_authors
Juan Pino1 shared rows
paper_authors
Meng Yu1 shared rows
paper_authors
Moto Hira1 shared rows
paper_authors
Muhammad Shakeel1 shared rows
paper_authors
Navdeep Jaitly2 shared rows
paper_authors
Osbel Lopez-Francisco1 shared rows
paper_authors
Patrick Fernandes1 shared rows
paper_authors
Peter Pol\'ak1 shared rows
paper_authors
Ronan Collobert2 shared rows
paper_authors
Roshan Sharma1 shared rows
paper_authors
Samy Bengio1 shared rows
paper_authors
Shang-Wen Li2 shared rows
paper_authors
Shi-Xiong Zhang1 shared rows
paper_authors
Shinji Watanabe8 shared rows
paper_authors
Siddhant Arora1 shared rows
paper_authors
Siddharth Dalmia2 shared rows
paper_authors
Soumi Maiti3 shared rows
paper_authors
Tatiana Likhomanenko2 shared rows
paper_authors
Tomoki Hayashi1 shared rows
paper_authors
Wangyou Zhang2 shared rows
paper_authors
Wei Ping Huang1 shared rows
paper_authors
Wei-Ping Huang1 shared rows
paper_authors
William Chen4 shared rows
paper_authors
Xiaohui Zhang1 shared rows
paper_authors
Xinjian Li1 shared rows
paper_authors
Xuankai Chang4 shared rows
paper_authors
Yifan Peng3 shared rows
paper_authors
Yui Sudo1 shared rows
paper_authors
Yun Tang1 shared rows
paper_authors
Yuxun Tang1 shared rows
paper_authors
Zhaoheng Ni1 shared rows
paper_authors

Record scope

The work queries are bounded. Missing rows may mean measured zero, an unavailable source, a query that did not run, or private data that Pith withheld. The lane table keeps those cases separate.

Paper findings remain attached to papers. They do not become findings about this researcher.

Self-published account annex

Linked Pith account

Unavailable No public Pith account is linked to this corpus identity.

The account lane is self-published. Linking proves account control only and changes no corpus fact.