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What is required audio length for fine tuning? #115

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risqaliyevds opened this issue Mar 28, 2024 · 4 comments
Open

What is required audio length for fine tuning? #115

risqaliyevds opened this issue Mar 28, 2024 · 4 comments

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@risqaliyevds
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I split my audio into 5-10 second chunks. Is this normal for fine-tuning, or is there a specific range for audio chunks? I fine-tuned with my Uzbek language audio (approximately 30 hours, and my loss is not decreasing

@vatsalaggarwal
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Hey! 5-10 seconds should be enough, but note that during synthesis you'll struggle to generate more than 5-10 seconds at one time due to this...

hard to debug loss not decreasing without more info!

@lucapericlp
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Hey @risqaliyevds, let us know if you have anymore info or we'll look to close this issue in the next few days.

@eshoyuan
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eshoyuan commented May 1, 2024

I met similar problems. Both training loss and val loss is not decreasing.

@lucapericlp
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Could both of you provide more information w.r.t your finetuning configurations & dataset that you're using? As @vatsalaggarwal mentioned, 5-10s should be fine if thats appropriate at inference time. Are either of you able to get a finetuning working with a non-custom dataset (i.e LibriTTS, VCTK)?

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4 participants