modify params

Refactor audio processing: Simplified the handling of audio chunks in prepare_and_save_audio_for_model and updated preprocess_from_task_json to support both single and multiple chunk tasks, enhancing flexibility in audio preparation.

fix field

fix field key

Refactor transcription methods to return results: Updated the transcribe_chunk and transcribe_segments methods to return their results instead of processing them directly, improving the flow of data handling in the WhisperTranscriber class.

update params

add fields

fix typo

add fields

fix bug

fix bug

download all models on startup

fix value

Add audio diarization task to Gradio interface: Introduced a new button and function for audio diarization, allowing users to process audio with speaker separation. Updated existing button labels for clarity.

Refactor model management and transcription process: Introduced a model registry for easier management of Whisper models, added functionality to download models on startup, and streamlined the audio processing pipeline to support both chunk and segment transcriptions with improved error handling and cleanup.

unmatched_diarization_segments

disable clip_timestamps

disable unmatched_diarization_segments

update threshold

try use diarization as clip_timestamp

try use diarization as clip_timestamp

update threshold

fix bug

Enhance transcription segment coverage calculation: Updated the overlap check to consider total coverage from all transcription segments, ensuring segments are re-transcribed if less than 85% of their duration is covered. This improves accuracy in identifying segments needing attention.

Refine interval overlap calculation in transcription: Adjusted the overlap threshold to be based on segment duration, improving accuracy in detecting overlapping segments during speaker assignment.

Refactor speaker assignment logic in transcription: Enhanced the `assign_speakers_to_transcription` method to detect unmatched diarization segments and introduced a second pass for splitting segments with speaker changes. Improved handling of speaker transitions and added functionality to re-process unmatched segments.

logs

Enhance speaker assignment in transcription: Introduced interval overlap calculations and smoothing techniques for improved accuracy in speaker labeling. Added methods for determining dominant speakers and stabilizing segment boundaries.

enable result printing and comment out text cleanup regex

model control

remove prompt

update prompt

add prompt

add prompt

fix bug

disable batch

speech duration

less speech duration

enable vad

Refine VAD parameters and transcription options in WhisperTranscriber for improved audio processing. Adjust max speech duration, min speech duration, and silence duration, and set chunk length to 12 seconds.

update log, no vad

print log

add log

disable checksum

update

fix upload issue

upload data

Add job_id and task_id handling in WhisperTranscriber to improve metadata management during audio processing. Update file key generation for intermediate uploads.

fix

add upload