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AI4D Africa’s Anglophone Research Lab Tanzania ASR Challenge

Helping Africa
$1 000 USD
Challenge completed over 2 years ago
Automatic Speech Recognition
Natural Language Processing
153 joined
34 active
Starti
Jul 31, 23
Closei
Aug 27, 23
Reveali
Aug 27, 23
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Swahili ASR Notebooks.
Notebooks · 15 Oct 2023, 12:00 · 0

Hi everyone, it's been quite some time here already, but better late than never. 😅 In the spirit of fostering learning, I have converted all my notebooks used for this challenge to tutorial notebooks for those interested in learning different ASR techniques. 📚 You can find them in my GitHub repository here: 📁

My winning solution was a simple ensemble of two notebooks there, inference with XLSR and the Nvidia Nemo notebook. 🏆 I'm hoping that you'll be able to learn something and have more tools in your belt. 🛠️ The repo contains:

  • Inference with Facebook's Wav2vec2 XLS-R
  • Inference with Facebook's Seamless communication (M4T large - recently released)
  • Training with Nvidia Nemo - (Quartznet)
  • Training with OpenAI's Whisper - (whisper-base)
  • Training with Facebook's Wav2vec2 XLS-R

Many thanks to amazing folks who encouraged the preparation and release of this resource. 🙏

ps: the reply button is down at the moment, you can upvote 🔼, and don't forget to give the repo a star ⭐ if you love it. ❤️

#keep learning 📖 #keep winning 🏆.

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