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VAD检测,不支持非16K采样的音频吗?

Open ArlanCooper opened this issue 4 months ago • 0 comments

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❓ Questions and Help

import logging, os, tqdm
# 1. 让 ModelScope 闭嘴
logging.getLogger("modelscope").setLevel(logging.ERROR)
# 2. 把 tqdm 全局屏蔽(funasr 里调的就是它)
tqdm.tqdm = lambda *_, **__: iter(_)
from funasr import AutoModel

chunk_size = 200 # ms
model = AutoModel(model="fsmn-vad", model_revision="v2.0.4",disable_update=True,disable_log=True)

import soundfile

wav_file = "./data/testvad_v1.wav"
speech, sample_rate = soundfile.read(wav_file)
chunk_stride = int(chunk_size * sample_rate / 1000)
print(len(speech), sample_rate)

cache = {}
total_chunk_num = int(len((speech)-1)/chunk_stride+1)
#print(f"total_chunk_num is {total_chunk_num},{chunk_size},chunk_stride is {chunk_stride}")
for i in range(total_chunk_num):
    speech_chunk = speech[i*chunk_stride:(i+1)*chunk_stride]
    is_final = i == total_chunk_num - 1
    if speech_chunk is None:
        print(i)
        continue
    #print(f"speech_chunk is {len(speech_chunk)}")
    try:
        res = model.generate(input=speech_chunk, cache=cache, is_final=is_final, chunk_size=chunk_size)
        if len(res[0]["value"]):
            print(res)
    except Exception as e:
        print(f'error is {e}')
        continue

报错信息:

620544 48000
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable
error is 'NoneType' object is not subscriptable

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  1. search the issues.
  2. search the docs.

What is your question?

Code

What have you tried?

What's your environment?

  • OS (e.g., Linux):
  • FunASR Version (e.g., 1.0.0): 1.2.7
  • ModelScope Version (e.g., 1.11.0):
  • PyTorch Version (e.g., 2.0.0):
  • How you installed funasr (pip, source):
  • Python version:
  • GPU (e.g., V100M32)
  • CUDA/cuDNN version (e.g., cuda11.7):
  • Docker version (e.g., funasr-runtime-sdk-cpu-0.4.1)
  • Any other relevant information:

ArlanCooper avatar Sep 28 '25 03:09 ArlanCooper