[tools] normalize the audio before resample #1056
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According to pytorchaudio issues, resample can't process the int audio.
And
waveforms, sample_rate = sox.load(wav, normalize=False), so the type of waveforms from wav is int16.Therefore normalize the audio before resample by dividing (1<<15).