Repository History
2 repositories tagged with deeplearning
VoxCPM: Tokenizer-Free TTS for Multilingual Speech, Voice Design, and Cloning
VoxCPM2 is a groundbreaking tokenizer-free Text-to-Speech system, offering highly natural and expressive synthesis across 30 languages. It enables creative voice design from natural language descriptions and provides advanced controllable voice cloning capabilities. With its 2B parameter model, VoxCPM2 delivers 48kHz studio-quality audio, making it a powerful tool for diverse speech generation needs.
PETSA: Parameter-Efficient Test-Time Adaptation for Time Series Forecasting
PETSA offers a parameter-efficient solution for Test-Time Adaptation (TTA) in time series forecasting, addressing the performance degradation caused by non-stationary data. It adapts pre-trained models during inference by updating small calibration modules, reducing memory and compute costs. This method, which includes low-rank adapters, dynamic gating, and a specialized loss, improves forecasting accuracy across diverse backbones and datasets.