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KO

GPU forced alignment

·2026.04.18 23:13

Key point

easyaligner has been released, supporting GPU-based Viterbi and text normalization.

Details

easyaligner has been released as a GPU-accelerated forced alignment library.

  • It automatically detects the relevant segments even when the transcript does not cover the entire audio.
  • It is designed to handle segments that include unnecessary speech at the start/end.
  • It states that long audio/text can be aligned at once without chunking.
  • It aligns using normalized text, then maintains a mapping so the original formatting can be restored.
  • Even when splitting the result into desired granularities such as sentence or paragraph, the original formatting is preserved.
  • The backend uses the PyTorch forced alignment API and a GPU-based Viterbi implementation.
  • It is compatible with wav2vec2-family models, and the documentation also provides tutorials on various alignment scenarios and custom text processing.

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