Shypd.aiThe largest open index of AI toolsgantts is an Audio & Music tool that provides a PyTorch implementation for GAN-based text-to-speech synthesis and voice conversion. It enables users to generate speech from text and modify speech characteristics using generative adversarial networks.
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gantts offers a PyTorch implementation for Generative Adversarial Networks (GAN) based text-to-speech (TTS) and voice conversion (VC). This open-source project allows developers and researchers to experiment with advanced speech synthesis techniques. Key features include the ability to generate audio samples, configure hyper-parameters for fine-tuning speech quality, and integrate with various datasets like CMU ARCTIC. The tool provides scripts for acoustic feature extraction, linguistic/duration feature extraction, and GAN-based training, making it suitable for both TTS and VC model development. It also includes evaluation scripts for both applications and supports monitoring training progress via TensorBoard.
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