You can also use awesome utilities like the one @yehor_smoliakov has created: https://
github.com/egorsmkv/asr-c
orpus-creator
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@reach_vb
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ASR Corpus Creator Utility by Yehor Smoliakov
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Fine-tuning Speech Recognition Models with Open Datasets
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This is a challenge for sure. However, in some cases it is possible to find an academic/ open source dataset for the language that you’re interested in fine tuning. There is also always the possibility of using a Wav2Vec2.0 checkpoint to transcribe YT videos & use that.
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Open Source Speech Recognition Platform Democratizing Access
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We are on a mission to democratise speech, increase the language coverage of current SoTA speech recognition and push the limits of what is possible. From beginners to hobbyists to academics to power users, come one, come all! Register here: https://
forms.gle/QAkYnnSFgGb84d
UX6
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Hugging Face Datasets Library Appreciation and Documentation
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This is a @huggingface Datasets appreciation tweet! https://
huggingface.co/docs/datasets/
index
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Whisper Paper Reading: OpenAI’s Speech Recognition Model
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Don't forget to read the paper ahead of the reading: https://
openai.com/blog/whisper/ -
ML4Audio Paper Reading: OpenAI Whisper Speech Recognition
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Come one, come all! We're back with ML 4 Audio paper readings! This time we'll unravel the mysteries behind @OpenAI Whisper and what makes it so good at speech recognition and other Seq2Seq tasks! We'll be live this Thursday, 24th Nov, 18:00 CET on @huggingface discord
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Fine-tune Whisper models on your GPU server
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Want to fine-tune whisper models on your own GPU server? Check out our official fine-tuning scripts in transformers! https://
github.com/huggingface/tr
ansformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_seq2seq.py
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Whisper Fine-tuning Sprint Guide Now Available for All
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Can't wait for the Whisper fine-tuning sprint to start!? Come check out the official whisper fine-tuning guide from @sanchitgandhi99
, all you need is a colab account to get the ball rolling! https://
huggingface.co/blog/fine-tune
-whisper
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Hugging Face Hub and Gradio Democratizing Machine Learning Ecosystem
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Will be live in an hour to talk about @huggingface hub, Gradio and how the entire ecosystem comes together to democratise ML.