In this paper we present two datasets for Tamasheq, a developing language mainly spoken in Mali and Niger. These two datasets were made available for the IWSLT 2022 low-resource speech translation track, and they consist of collections of radio recordings from daily broadcast news in Niger (Studio Kalangou) and Mali (Studio Tamani). We share (i) a massive amount of unlabeled audio data (671 hours) in five languages: French from Niger, Fulfulde, Hausa, Tamasheq and Zarma, and (ii) a smaller 17 hours parallel corpus of audio recordings in Tamasheq, with utterance-level translations in the French language. All this data is shared under the Creative Commons BY-NC-ND 3.0 license. We hope these resources will inspire the speech community to develop and benchmark models using the Tamasheq language.
Speech Resources in the Tamasheq Language
Data resources for the Tamasheq language, including audio recordings and translations, are shared to advance speech translation models in low-resource settings.
- Year
- 2022
- Venue
- LREC 2022 6
- Authors
- 7
- Hosting
- Abstract onlyARXIV-DEFAULT
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- arxiv.org/abs/2201.05051v3ARXIV-DEFAULT
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