basveeling/wavenet

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1052 stars · 213 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Keras implementation of DeepMind's WaveNet, a generative neural network model for raw audio synthesis. It supports training on datasets like VCTK and generating audio samples via a command-line interface.

Use cases

• generate raw audio with a wavenet model
• train wavenet on the VCTK speech dataset
• implement wavenet in keras
• synthesize speech audio samples
• experiment with dilated convolution audio models

When to choose

• you want a simple, readable Keras/Python implementation of WaveNet to study or modify
• you need to train a small WaveNet on raw audio like VCTK

When to avoid

• you need Python 3 support - this implementation only works on Python 2
• you need a maintained, production-ready TTS system - the project is unmaintained and its pretrained model was removed
• you prefer TensorFlow backend - it was not recommended at the time of writing

Facets

library · maturity abandoned

deep-learning audio-processing machine-learning deep-learning speech-processing machine-learning python wavenet keras theano text-to-speech generative-model audio-synthesis python2 audio linux macos

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markdown · JSON · MCP: product_card(name="basveeling/wavenet")