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- W3137832819 abstract "This paper describes the results of an informal collaboration launched during the African Master of Machine Intelligence (AMMI) in June 2020. After a series of lectures and labs on speech data collection using mobile applications and on self-supervised representation learning from speech, a small group of students and the lecturer continued working on automatic speech recognition (ASR) project for three languages: Wolof, Ga, and Somali. This paper describes how data was collected and ASR systems developed with a small amount (1h) of transcribed speech as training data. In these low resource conditions, pre-training a model on large amounts of raw speech was fundamental for the efficiency of ASR systems developed." @default.
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- W3137832819 date "2021-03-16" @default.
- W3137832819 modified "2023-09-26" @default.
- W3137832819 title "Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning." @default.
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