#Generative Model

Explore an innovative solution addressing text-to-speech synthesis challenges, emphasizing natural prosodic variations and diverse speaking styles. The style-based generative model incorporates the novel Transferable Monotonic Aligner (TMA) and duration-invariant data augmentation to surpass state-of-the-art performances. It facilitates self-supervised learning of speaking styles, enabling the generation of varied speech with precise prosody and emotional tones without explicit categorization. This advanced TTS model enhances naturalness and similarity across single and multi-speaker datasets, promoting efficient speech synthesis.

ESM3 is a generative model that effectively analyzes protein sequences, structures, and functions using a scalable transformer architecture, trained with data from 2.78 billion proteins. The compact ESM3-open-small variant, with 1.4 billion parameters, provides efficient performance under a non-commercial license. Accessible through HuggingFace Hub, ESM3 facilitates protein research with easy-to-use Python interfaces. Explore ESM3's capabilities in advancing biological research.

MelNet offers innovative audio synthesis in the frequency domain, compatible with common datasets and Python/PyTorch versions. It accommodates both unconditional and conditional training, with advanced sampling capabilities for diverse audio outputs. Features include upsampling and multi-GPU support, with future enhancements like primed generation.

Google AI SDK for Swift facilitates seamless integration with Gemini API, designed by Google DeepMind for multimodal capabilities across text, images, and code. This SDK supports prototyping with detailed logging, command line tools, and extensive documentation. While suitable for test phases, it advises backend usage in production to safeguard API keys.

Explore a major advancement in 3D asset creation using a controllable and scalable generative model designed for producing high-quality 3D assets. CLAY, recognized with a SIGGRAPH 2024 Best Paper Honorable Mention, leads the digital creativity evolution. Access interactive demos such as Rodin Gen-1 across multiple platforms and stay informed about upcoming publications. This technology pushes the boundaries of futuristic creativity, providing innovation and inspiration globally.