Added opportunity to transcribe audio directly from bytes#56
Open
KirillKukharev wants to merge 2 commits intosalute-developers:mainfrom
Open
Added opportunity to transcribe audio directly from bytes#56KirillKukharev wants to merge 2 commits intosalute-developers:mainfrom
KirillKukharev wants to merge 2 commits intosalute-developers:mainfrom
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
The
transcribe_bytes()method has been added to theGigaAMASRclass, which performs audio transcription directly from bytes in memory without file I/O.Why is this important?
Performance and latency
Fixed file I/O: temporary files are not created
Eliminated overhead from ffmpeg subprocess call
Direct conversion of PCM16 bytes to tensors via torch.frombuffer()
Technical details
Uses load_audio_from_bytes() instead of load_audio() for direct byte conversion
Usage example:
Version with temp file (before pull request was created):
Version without file: