Stft Python Packages

nnaudio

Audio processing by using pytorch 1D convolution network

stftpitchshift

STFT based real-time pitch and timbre shifting in C++ and Python

pyroomacoustics

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

ssqueezepy

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

diffsptk

A differentiable version of SPTK

mlx-spectro

High-performance STFT/iSTFT for Apple MLX with fused Metal kernels and autograd support

elecphys

Electrophysiology data processing

trnfft

FFT and complex-valued tensor operations for AWS Trainium via NKI (cuFFT-equivalent) — Cooley-Tukey, Bluestein, STFT, ComplexTensor and complex NN layers.

mps-spectro

Fast STFT/ISTFT for PyTorch MPS with fused Metal kernels and autograd support

ssq

An optimized synchrosqueezed transform in pure C++

mlx-stft

Short-Time Fourier Transform (STFT) for MLX (Apple)

spectronote

🎧 Piano-perfect audio spectrogram

realbook

Realbook, a library to make using audio on TensorFlow easier.

conv-stft

A Conv-STFT/iSTFT implement based on Torch

remucs

Demucs wrapper for remixing audio files with additional customizations