The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence

Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri. Proceedings of the 22nd International Conference on Spoken Language Translation (IWSLT 2025). 2025.

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Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.iwslt-1.4
Primary Topic
Speech Recognition and Synthesis
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article
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article

The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence

Matteo Negri, Mauro Cettolo, Marco Matassoni, Marco Gaido et al.
Speech Recognition and Synthesis
article

The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence

Matteo Negri, Mauro Cettolo, Marco Matassoni, Marco Gaido, Roberto Gretter, Luisa Bentivogli, Alessio Brutti, Sara Papi, Mohamed Nabih
article en

Abstract

Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri. Proceedings of the 22nd International Conference on Spoken Language Translation (IWSLT 2025). 2025.

Fondazione Bruno Kessler (IT)
European Commission
Reduced inequalities
Openalex Percentile: Top 90%
Speech Recognition and Synthesis
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The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence — Matteo Negri, Mauro Cettolo, et al. · (2025) | TGRS Research Map | TGRS