{"repo":"voidful/Codec-SUPERB","free":true,"listed":false,"github":"https://github.com/voidful/Codec-SUPERB","clone":"git clone https://github.com/voidful/Codec-SUPERB.git","description":"Audio Codec Speech processing Universal PERformance Benchmark","language":"Python","stars":310,"topics":["audio","audio-codec","codec","speech","superb"],"license":null,"category":"media-processing","readme_excerpt":"Codec-SUPERB: Sound Codec Speech Processing Universal Performance Benchmark Official project repository for the Codec-SUPERB benchmark and codec-superb-tiny regression results. --- 📖 Introduction Codec-SUPERB evaluates neural sound codec models through downstream speech, audio, and music tasks. The benchmark focuses on whether codec tokenization and reconstruction preserve task-relevant information, and it provides a unified protocol for comparing codec families under consistent evaluation conditions. --- ✨ Key Features 🚀 Out-of-the-Box Interface : Intuitive API for easy integration and rapid experimentation with diverse codec models. 📊 Multi-Perspective Leaderboard : Comprehensive assessment across various speech processing dimensions with rankings for competitive transparency. 🏗️ Standardized Environment : Ensures fair and consistent comparisons by using uniform testing conditions for all models. 📚 Unified Datasets : Curated collection of datasets testing a wide range of real-world speech processing scenarios. ⚡ Batch Processing Support : Highly optimized batch encoding/decoding for significant performance speedups. --- 🛠️ Installation --- 🚀 Quick Start List and Load Codecs Single Audio Processing --- ⚡ Advanced Usage: Batch Processing Codec-SUPERB supports efficient batch operations, typically providing 3-5x performance improvement on GPU. [!TIP] Grouping samples by similar lengths can further optimize batch processing efficiency. --- 🎯 Benchmarking & Leaderboard T","default_branch":null,"files":null,"tree":[],"storefront":"/r/voidful","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/voidful/Codec-SUPERB/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}