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Edge0 releases Audio8-TTS-Realistic, a 0.6B open-weight voice cloning model

Edge0 has released Audio8-TTS-Realistic, an open-weight text-to-speech model designed for zero-shot voice cloning. The 0.6B-parameter model supports 23 languages, adding 12 to its predecessor, and is available under the Apache 2.0 license. It requires a reference audio clip and transcript to clone a voice, with weights and code shipped together for easy deployment.

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Key points

  • Edge0 released Audio8-TTS-Realistic, a 0.6B open-weight TTS model supporting 23 languages under Apache 2.0.
  • The model reports a 4.86% average error on CV3, beating Qwen3-TTS-1.7B but trailing 4B-class models.
  • Deployment requires a CUDA GPU or Apple M2 CPU, with peak memory usage of 1.1 to 1.2 GiB in INT4.

The architecture uses a dual-autoregressive design inspired by Fish Audio S2 Pro, built on a Qwen2.5 0.5B base. Edge0 reports that the model achieves a 4.86% average error rate on the CV3 benchmark across 9 languages, outperforming larger open models like Qwen3-TTS-1.7B and VoxCPM2. However, performance on lower-resource languages remains weak, with a 48.57% word error rate on Thai. The company notes that while the model is competitive, 4B-class models like Higgs TTS 3 still lead on certain benchmarks.

For developers, the model is optimized for efficiency, running on a single CUDA GPU with peak memory usage of 1.1 to 1.2 GiB on an Apple M2 CPU in INT4 format. Edge0 emphasizes that the training process includes a learned realism critic to improve naturalness beyond standard word error rate metrics. A free playground is available on Hugging Face ZeroGPU for testing.

Full story from MarkTechPost · by Asif RazzaqOpen source ↗

Edge0 Releases Audio8-TTS-Realistic, a 0.6B Voice Cloning TTS Model

MarkTechPost · 30 October 2026

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This text was published by MarkTechPost and written by Asif Razzaq. It is reproduced here with attribution so you can read it in full; the rights remain with the publisher. Read it at the source ↗

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Edge0NVIDIAAppleHugging FaceAudio8-TTS-RealisticQwen2.5 0.5BQwen3-TTS-1.7BVoxCPM2Higgs TTS 3Fish Audio S2 Pro

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