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Published: Oct. 29, 2023, 6:38 p.m.

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In this eisode we discuss more of L3arbi, that was resented by the DevoxxMA team at the vent, from a technical point of view with Nouamane and Faissal.

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Guests

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• Faissal Boutaounte

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• Nouamane Tazi

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Notes

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0:00:00\\xa0- Introduction and welcoming

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0:01:21\\xa0- Who/what is l3arbi?

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0:16:24\\xa0- Is there possibilties that L3arbi will learn other arabic dialects other than darija?

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0:26:35\\xa0- Challenges of audio transcription

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0:27:31\\xa0- Live demo of L3arbi

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0:32:56\\xa0- Data training and Whisper and how many hours of darija data is used ?

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0:34:30\\xa0- Format of data that is used for training, and arcitecture of web application presented in DevoxxMA

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0:39:37\\xa0- The use case of DevoxxMA

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0:44:30\\xa0- Finetuning of an LLM, models and details

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0:56:20\\xa0- Evaluation set for different dialects per regions in morocco

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1:03:31\\xa0- Did you use manual transcription for the audio sets ?

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1:12:09\\xa0- The future plans of data sources for L3arbi solution.

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1:15:12\\xa0- Plans to open-source? Are there APIs available for developers to extend its functionality?

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1:25:00\\xa0- QA & Giveaway

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1:59:40\\xa0- Conclusion and goodbye.

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Links

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• Huggingface
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• Translation demo for/from any language
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• Common Voice
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• Whisper API
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Prepared and Presented by

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• Meriem Zaid
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