voice-cloning-app/Voice-Cloning-App

Health v2 · maintenance only

Adoption not part of the score

1440 stars · 238 forks observed · 2026-08-28

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

A Python/PyTorch desktop application for cloning and synthesizing human voices from audio datasets. It handles the full pipeline from automatic dataset generation to training Tacotron2-based models and synthesizing speech.

Use cases

• clone a voice from audio recordings
• train a custom text-to-speech model
• generate speech in a specific person's voice
• build a TTS dataset from audiobooks or subtitles
• synthesize speech locally on my GPU
• create an AI voice for a project

When to choose

• you want an end-to-end GUI app for voice cloning rather than assembling training scripts yourself
• you need automatic dataset generation from audiobooks or subtitled media
• you want local training with start/stop control and multi-GPU support on Windows or Ubuntu with an NVIDIA GPU

When to avoid

• you need production-grade, low-latency TTS inference at scale
• you have an AMD GPU or no NVIDIA GPU and cannot train on CPU or Colab
• you need a lightweight library to embed TTS in another application rather than a standalone app

Facets

application · maturity active

tts machine-learning deep-learning audio-processing speech-recognition speech-processing machine-learning deep-learning windows python voice-cloning tacotron2 pytorch text-to-speech dataset-generation model-training audio linux gpu desktop

Member repositories

For agents

markdown · JSON · MCP: product_card(name="voice-cloning-app/Voice-Cloning-App")