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Domain Specific Wav2vec 2.0 Fine-tuning For The SE&R 2022 Challenge
- Publication Year :
- 2022
-
Abstract
- This paper presents our efforts to build a robust ASR model for the shared task Automatic Speech Recognition for spontaneous and prepared speech & Speech Emotion Recognition in Portuguese (SE&R 2022). The goal of the challenge is to advance the ASR research for the Portuguese language, considering prepared and spontaneous speech in different dialects. Our method consist on fine-tuning an ASR model in a domain-specific approach, applying gain normalization and selective noise insertion. The proposed method improved over the strong baseline provided on the test set in 3 of the 4 tracks available<br />Comment: Proceedings of the First Workshop on Automatic Speech Recognition for Spontaneous and Prepared Speech & Speech Emotion Recognition in Portuguese (SE&R 2022), co-located with PROPOR 2022
Details
- Language :
- Portuguese
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2207.14418
- Document Type :
- Working Paper