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@netplexflix netplexflix released this 09 Sep 13:22
· 60 commits to main since this release
2.0
41e2e8c

馃殌 Version 2.0 - complete overhaul

鈿狅笍 You will need to reinstall requirements 鈿狅笍
鈿狅笍 Config was moved to config subfolder! 鈿狅笍

New Configuration Options

  • Multiple directory Path support
  • confidence_threshold: Determine required confidence. lowering may result in faster process times at more risk of false positives
  • reprocess_all: Option to reprocess all audio tracks, not just undefined ones

Performance & Speed:

  • Switched to faster-whisper (CTranslate2 backend) for 4-5x faster transcription speeds
  • GPU acceleration support: Automatic CUDA detection with fallback to CPU
  • Optimized compute types: Automatic selection of optimal compute types (float16 for GPU, int8 for CPU)
  • CPU thread control: Configurable CPU thread allocation for better resource management

Enhanced Language Detection

  • Percentage-based audio sampling: Intelligent sample extraction based on file duration percentages
  • Improved VAD (Voice Activity Detection): Configurable minimum/maximum speech duration parameters
  • Multi-stage detection: Primary attempt with VAD, fallback without VAD if audio is removed
  • Confidence-based processing: Configurable confidence threshold (default: 0.9)
  • Full-track analysis: For results below confidence_threshold, analyzes entire audio track for better accuracy

Finetuned Hallucination Detection

  • Enhanced pattern recognition: Better detection of repetitive characters and common hallucination phrases
  • Compression ratio analysis: Identifies highly repetitive (likely hallucinated) text
  • Language-specific filtering: Improved detection of non-Latin script hallucinations

Improved Metadata Handling

  • Language code normalization
  • Track change tracking: Shows previous language when updating tracks

Full Changelog: 1.3...2.0

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