v1.3.2: HuggingFace Hub Fix + Performance Benchmark

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

pip install --upgrade funasr

Quick Start

from funasr import AutoModel
model = AutoModel(model="FunAudioLLM/SenseVoiceSmall", hub="hf", vad_model="funasr/fsmn-vad", device="cuda")
result = model.generate(input="audio.wav")