[Feature] Support Short-Time Fourier Transforms
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enhancement
low priority
- Dominant language
- C++
- Stars
- 28.5k
- Forks
- 2.3k
- Avg merge
- 3d 8h
- Merged PRs (30d)
- 62
Description
Short-Time Fourier Transforms (STFT) and its inverse are used extensively in signal processing.
Function definition will match scipy:
https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.stft.html
https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.istft.html
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading the scipy.signal.stft and scipy.signal.istft references linked in the issue to identify the required function definitions and behavior. Done means MLX supports both the short-time Fourier transform and its inverse with definitions matching those references.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- audio-video-rtc
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100