RuntimeError: torchaudio.sox

RuntimeError: torchaudio.sox"/>

RuntimeError: torchaudio.sox

最近在训练数据集时，需要提取噪声的特征，代码如下：

 noise_waveform, noise_sr = torchaudio.sox_effects.apply_effects_file(noise_path, effects=[])

直接运行报错

Traceback (most recent call last):File "main.py", line 189, in <module>cli()File "C:\Users\Name\.conda\envs\deeplearning\lib\site-packages\click\core.py", line 1130, in __call__return self.main(*args, **kwargs)File "C:\Users\Name\.conda\envs\deeplearning\lib\site-packages\click\core.py", line 1055, in mainrv = self.invoke(ctx)File "C:\Users\Name\.conda\envs\deeplearning\lib\site-packages\click\core.py", line 1657, in invokereturn _process_result(sub_ctxmand.invoke(sub_ctx))File "C:\Users\Name\.conda\envs\deeplearning\lib\site-packages\click\core.py", line 1404, in invokereturn ctx.invoke(self.callback, **ctx.params)File "C:\Users\Name\.conda\envs\deeplearning\lib\site-packages\click\core.py", line 760, in invokereturn __callback(*args, **kwargs)File "main.py", line 70, in train_commandget_data.SubsetSC(subset="training"),File "D:\Project\Python project\BC-ResNet-main\get_data.py", line 92, in __init__noise_waveform, noise_sr = torchaudio.sox_effects.apply_effects_file(noise_path, effects=[])File "C:\Users\Name\.conda\envs\deeplearning\lib\site-packages\torchaudio\_internal\module_utils.py", line 143, in wrappedraise RuntimeError(f"{func.__module__}.{func.__name__} requires sox")

利用Debug工具发现调用了torch.ops.torchaudio.sox_effects_apply_effects_file这个函数

    if not torch.jit.is_scripting():if hasattr(path, "read"):return torchaudio._torchaudio.apply_effects_fileobj(path, effects, normalize, channels_first, format)path = os.fspath(path)return torch.ops.torchaudio.sox_effects_apply_effects_file(path, effects, normalize, channels_first, format)

实际上torch.ops中并没有torchaudio，所以考虑可能是后面的版本并不支持这样操作，因为实际上我只需要得到噪声的wave以及采样率，所以可以直接调用torchaudio来操作，将代码改成以下这样：

# noise_waveform, noise_sr = torchaudio.sox_effects.apply_effects_file(noise_path, effects=[]) 不使用这个函数提取
noise_waveform, noise_sr= torchaudio.load(noise_path)

至此，问题解决。
总结：
有一些代码是过时或者依赖版本的，只有搞清楚代码在做什么事，善用debug工具才能更快解决问题。