Benchmarking and Research Infrastructures: Evaluating Dutch Automatic Speech Recognition

Dragoș Alexandru Bălan; Khiet P. Truong; Henk van den Heuvel; Roeland J.F. Ordelman

Benchmarking and Research Infrastructures: Evaluating Dutch Automatic Speech Recognition

Dragoș Alexandru Bălan, Khiet P. Truong, Henk van den Heuvel, Roeland J.F. Ordelman

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

30 Downloads (Pure)

Abstract

In this paper we present the setup and results of a Dutch Open Speech Recognition Benchmark strategy, initiated in the course of use cases in three research infrastructure projects in The Netherlands, to help scholars, infrastructure providers, and speech researchers make informed choices about which speech recognition engines, configurations and models to use, to facilitate or to improve upon. The obtained results are a tangible starting point to expand collaboration and optimize the coverage of the speech types and conditions addressed in the benchmark.

Original language	English
Title of host publication	CLARIN Annual Conference Proceedings
Editors	Vincent Vandeghinste, Thalassia Kontino
Pages	140-143
Number of pages	4
Publication status	Published - 16 Oct 2024
Event	CLARIN Annual Conference 2024 - Hotel Barceló Sants, Barcelona, Spain Duration: 15 Oct 2024 → 17 Oct 2024 https://www.clarin.eu/event/2024/clarin-annual-conference-2024

Conference

Conference	CLARIN Annual Conference 2024
Abbreviated title	CLARIN 2024
Country/Territory	Spain
City	Barcelona
Period	15/10/24 → 17/10/24
Internet address	https://www.clarin.eu/event/2024/clarin-annual-conference-2024

Keywords

Research infrastructure
Benchmark
Dutch
Automatic Speech Recognition

Access to Document

CLARIN2024_ConferenceProceedings_finalFinal published version, 13.6 MB

https://www.clarin.eu/sites/default/files/CLARIN2024_ConferenceProceedings_final.pdf

1 Invited talk

Dutch Open Speech Recognition Benchmark
Balan, D. A. (Invited speaker)
19 Feb 2024
Activity: Talk or presentation › Invited talk

1 Abstract
1 Poster

A Systematic Benchmark for Dutch Automatic Speech Recognition
Bălan, D. A., Ordelman, R. J. F. & van den Heuvel, H., 13 Jun 2024.
Research output: Contribution to conference › Poster › Academic

Open Access
File
Evaluating the State-of-the-Art Automatic Speech Recognition systems for Dutch
Bălan, D. A., Ordelman, R. J. F. & Truong, K. P., 30 Aug 2024.
Research output: Contribution to conference › Abstract › Academic

Open Access

Cite this

@inproceedings{f0a9e342ddf645c080b7ed5795b78fda,

title = "Benchmarking and Research Infrastructures: Evaluating Dutch Automatic Speech Recognition",

abstract = "In this paper we present the setup and results of a Dutch Open Speech Recognition Benchmark strategy, initiated in the course of use cases in three research infrastructure projects in The Netherlands, to help scholars, infrastructure providers, and speech researchers make informed choices about which speech recognition engines, configurations and models to use, to facilitate or to improve upon. The obtained results are a tangible starting point to expand collaboration and optimize the coverage of the speech types and conditions addressed in the benchmark.",

keywords = "Research infrastructure, Benchmark, Dutch, Automatic Speech Recognition",

author = "B{\u a}lan, {Dragoș Alexandru} and Truong, {Khiet P.} and {van den Heuvel}, Henk and Ordelman, {Roeland J.F.}",

year = "2024",

month = oct,

day = "16",

language = "English",

pages = "140--143",

editor = "Vincent Vandeghinste and Thalassia Kontino",

booktitle = "CLARIN Annual Conference Proceedings",

note = "CLARIN Annual Conference 2024, CLARIN 2024 ; Conference date: 15-10-2024 Through 17-10-2024",

url = "https://www.clarin.eu/event/2024/clarin-annual-conference-2024",

}

Bălan, DA , Truong, KP, van den Heuvel, H & Ordelman, RJF 2024, Benchmarking and Research Infrastructures: Evaluating Dutch Automatic Speech Recognition. in V Vandeghinste & T Kontino (eds), CLARIN Annual Conference Proceedings. pp. 140-143, CLARIN Annual Conference 2024, Barcelona, Spain, 15/10/24. <https://www.clarin.eu/sites/default/files/CLARIN2024_ConferenceProceedings_final.pdf>

Benchmarking and Research Infrastructures: Evaluating Dutch Automatic Speech Recognition. / Bălan, Dragoș Alexandru ; Truong, Khiet P.; van den Heuvel, Henk et al.
CLARIN Annual Conference Proceedings. ed. / Vincent Vandeghinste; Thalassia Kontino. 2024. p. 140-143.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Benchmarking and Research Infrastructures

T2 - CLARIN Annual Conference 2024

AU - Bălan, Dragoș Alexandru

AU - Truong, Khiet P.

AU - van den Heuvel, Henk

AU - Ordelman, Roeland J.F.

PY - 2024/10/16

Y1 - 2024/10/16

N2 - In this paper we present the setup and results of a Dutch Open Speech Recognition Benchmark strategy, initiated in the course of use cases in three research infrastructure projects in The Netherlands, to help scholars, infrastructure providers, and speech researchers make informed choices about which speech recognition engines, configurations and models to use, to facilitate or to improve upon. The obtained results are a tangible starting point to expand collaboration and optimize the coverage of the speech types and conditions addressed in the benchmark.

AB - In this paper we present the setup and results of a Dutch Open Speech Recognition Benchmark strategy, initiated in the course of use cases in three research infrastructure projects in The Netherlands, to help scholars, infrastructure providers, and speech researchers make informed choices about which speech recognition engines, configurations and models to use, to facilitate or to improve upon. The obtained results are a tangible starting point to expand collaboration and optimize the coverage of the speech types and conditions addressed in the benchmark.

KW - Research infrastructure

KW - Benchmark

KW - Dutch

KW - Automatic Speech Recognition

M3 - Conference contribution

SP - 140

EP - 143

BT - CLARIN Annual Conference Proceedings

A2 - Vandeghinste, Vincent

A2 - Kontino, Thalassia

Y2 - 15 October 2024 through 17 October 2024

ER -

Benchmarking and Research Infrastructures: Evaluating Dutch Automatic Speech Recognition

Abstract

Conference

Keywords

Access to Document

Fingerprint

Activities

Dutch Open Speech Recognition Benchmark

Research output

A Systematic Benchmark for Dutch Automatic Speech Recognition

Evaluating the State-of-the-Art Automatic Speech Recognition systems for Dutch

Cite this