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lhotse-speech / lhotse

Tools for handling multimodal data in machine learning projects.

Why this job: works in the areas we cover, but does not say which job it does

What it does

  • Multimodal manifests. represent recordings, supervision segments, images,
  • Lazy processing. stream large JSONL manifests and compose filtering,
  • On-the-fly transforms. truncate, pad, mix, and augment cuts while adjusting
  • Dynamic batching. group examples by duration and use dynamic bucketing to
  • Efficient storage. use Lhotse Shar

Get started

python -m pip install lhotse
Maintenance
Active
Last commit 3 days ago
Stars
1,162
+1 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
v1.33.0
Released 6 months ago
Built with
Python
100% of the code

Is it looked after?

Contributors
18
Last 90 days
Issues
72% closed
136 still open
Pull requests
1,035 merged
30 waiting
Releases
53
4 in the last year

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More: languages, topics and project record

Languages

  • Python 100%
  • Shell <1%

Topics

  • speech
  • audio
  • kaldi
  • machine-learning
  • ai
  • deep-learning
  • pytorch
  • data
  • python
  • speech-recognition

Project record

  • JobOther AI tools
  • StatusListed
  • Commits2,921
  • Forks297
  • Watching41
  • Stars in 28 days+4
  • CreatedApr 24, 2020
  • First seen by usNov 7, 2026
  • CheckedNov 12, 2026

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