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 avatar commented on August 15, 2024

My dataset is private (1080p, no noise, The expression of the speaker is very normal, not too expressive) bs 128, 4 gpus tesla p100.
If you want, you can collect dataset from youtube and then process it
or you can use avspeech dataset: https://looking-to-listen.github.io/avspeech/download.html

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yihe1003 avatar yihe1003 commented on August 15, 2024

It's so nice of you ,thank you for your reply! what's more, i want to know how big is your dataset? how many speakers in total, and which language did you use. if the dataset is very large , maybe i'll drop my idea about recording videos by myself. or can i record one person's video for a few hours to finetune the pretrained network (using avspeech) to get a better result?

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 avatar commented on August 15, 2024

I trained on 1080p, 10s per video, a person has multiple videos, my dataset is private because it's media production. as you said you can train avspeech dataset to get trained model and then finetune on your video

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yihe1003 avatar yihe1003 commented on August 15, 2024

I trained on 1080p, 10s per video, a person has multiple videos, my dataset is private because it's media production. as you said you can train avspeech dataset to get trained model and then finetune on your video

ok, thank you for your help

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