v1.3.2
blacklanternsecurity/bbotv1.3.2May 23, 2026by LauraGPT
Full Release Notes
## What's New ### Bug Fix - **Fixed hub parameter propagation** — When using `hub="hf"`, the parameter is now correctly forwarded to VAD/PUNC/SPK sub-models. Previously, users on HuggingFace would get 404 errors for sub-models. (#2859) ### Improvements - Updated PyPI metadata with better description, keywords, and project URLs - Added comprehensive benchmark page: https://modelscope.github.io/FunASR/benchmark.html ### Benchmark Results (PyTorch, GPU) | Model | Type | Speed | |-------|------|-------| | SenseVoice-Small | NAR | **170x** realtime | | Paraformer-Large | NAR | **120x** realtime | | Whisper-large-v3-turbo | AR | 46x realtime | | Fun-ASR-Nano | LLM | 17x realtime | | Whisper-large-v3 | AR | 13.4x realtime | ### Install / Upgrade ```bash pip install --upgrade funasr ``` ### Quick Start ```python from funasr import AutoModel model = AutoModel(model="FunAudioLLM/SenseVoiceSmall", hub="hf", vad_model="funasr/fsmn-vad", device="cuda") result = model.generate(input="audio.wav") ```