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FeruzaSpeech: A 60 Hour Uzbek Read Speech Corpus with Punctuation, Casing, and Context

arXiv 2410.00035 ↗First posted 23 Sep 2024eess.AS cs.CL cs.LGcited by 0

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Abstract (arXiv)

This paper introduces FeruzaSpeech, a read speech corpus of the Uzbek language, containing transcripts in both Cyrillic and Latin alphabets, freely available for academic research purposes. This corpus includes 60 hours of high-quality recordings from a single native female speaker from Tashkent, Uzbekistan. These recordings consist of short excerpts from a book and BBC News. This paper discusses the enhancement of the Word Error Rates (WERs) on CommonVoice 16.1's Uzbek data, Uzbek Speech Corpus data, and FeruzaSpeech data upon integrating FeruzaSpeech.

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References · 5

  1. 2020Conformer: Convolution-augmented Transformer for Speech Recognitioncited by 1,863
  2. 2021GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audiocited by 399
  3. 2023Libriheavy: a 50,000 hours ASR corpus with punctuation casing and contextcited by 85
  4. 2022Fast and parallel decoding for transducercited by 12
  5. 2021USC: An Open-Source Uzbek Speech Corpus and Initial Speech Recognition Experimentscited by 4

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