KVoiceWalk – Voice cloning for Kokoro TTS using random walk algorithms
I was blown away by Kokoro and what it managed to do with such little space. I became curious if it would be possible to create new voices by direct manipulation of the style tensors. After many failed attempts I finally landed on a method that properly scores the similarity of two audio segments that works well enough to random walk similar voices for Kokoro. I plan on using this scoring as part of a genetic algorithm, but wanted to baseline test it with this code. The scoring mechanism using Resemblyzer to calculate similarity to target audio and similarity to another segment of audio it…
KVoiceWalk – Voice cloning for Kokoro TTS using random walk algorithms launched on May 21, 2025 with 13 votes, #1,284 of 7,905 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 1 year on.
In plain words
KVoiceWalk is a tool for creating new voices with Kokoro TTS by manipulating style tensors using random walk algorithms. It works by scoring audio similarity using Resemblyzer to measure how closely generated audio matches a target voice while maintaining stability through self-similarity metrics. Intended for developers working with Kokoro TTS, it provides a baseline implementation that could eventually integrate into genetic algorithms for voice synthesis.
written from the facts on this page · September 2026
From the sources
A random walk voice style cloning application for Kokoro text to speech - RobViren/kvoicewalk
In the maker’s words, at launch
I was blown away by Kokoro and what it managed to do with such little space. I became curious if it would be possible to create new voices by direct manipulation of the style tensors. After many failed attempts I finally landed on a method that properly scores the similarity of two audio segments that works well…
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KokoCloneMar 2026 · github.com · ▲4I built KokoClone, a small project that adds zero-shot voice cloning on top of Kokoro TTS. The idea was to keep Kokoro’s speed and real-time compatibility while allowing speech to be generated in the timbre of a reference voice. You can type text, upload a ~3–10 second voice sample, and generate speech in that voice. Supports several languages including English, Hindi, French, Japanese, Chinese, Spanish, Portuguese, and Italian. Runs on CPU and can use GPU if available. Live demo: https://huggingface.co/spaces/PatnaikAshish/kokoclone Would appreciate feedback.
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