#audio synthesis

Explore the MARS5 model, featuring an advanced AR-NAR pipeline for generating speech in complex prosodic settings such as sports and anime. Supports fast and high-quality output with minimal input, allowing natural prosody control through punctuation and text formatting. Discover its adaptable applications and recent stability enhancements.

DiffWave is a diffusion-based neural vocoder known for transforming Gaussian noise into high-quality speech through iterative refinement. It utilizes log-scaled Mel spectrograms for precise control, and supports features such as fast inference, multi-GPU training, and mixed-precision training. Recent updates include unconditional waveform synthesis and a fast sampling algorithm. With pretrained models and audio samples readily available, DiffWave offers a robust solution for both research and practical speech synthesis tasks.

Vocos utilizes GAN architecture to efficiently synthesize high-fidelity audio from acoustic features, reconstructing sound rapidly through inverse Fourier transform by generating spectral coefficients. Compatible with mel-spectrograms and EnCodec tokens, Vocos ensures easy integration into existing systems and supports pre-trained models for different datasets. Perfect for developers seeking reliable audio synthesis tools with seamless integration options to text-to-audio frameworks like Bark.

A comprehensive resource for tracking and showcasing open-access TTS models, it aids researchers, developers, and enthusiasts in staying updated with the latest advancements. This platform enhances the accessibility and awareness of various TTS models, featuring capabilities like multilingual options, emotional control, and longform synthesis. By compiling open-source TTS projects, it promotes contributions and provides insights into each model's licensing, documentation, and demonstrations, ensuring up-to-date engagement with cutting-edge developments.