Python音频去噪
时间: 2023-11-19 20:49:43 浏览: 149
要在Python中对音频进行去噪处理,你可以使用scipy库中的wavfile模块、noisereduce库和pyaudio库。首先,你需要导入所需的库并读取音频文件和噪声文件。然后,你可以使用noisereduce库中的reduce_noise函数对音频文件进行去噪处理。接下来,你可以使用pyaudio库创建一个wave文件并将去噪后的音频数据写入该文件中。
以下是一个示例代码:
```python
from scipy.io import wavfile
import noisereduce as nr
import pyaudio
import time
import wave
rate, data = wavfile.read("001.wav")
_, noisy_part = wavfile.read("noise.wav")
SAMPLING_FREQUENCY = 16000
reduced_noise = nr.reduce_noise(y=data, y_noise=noisy_part, sr=SAMPLING_FREQUENCY)
FORMAT = pyaudio.paInt16
CHANNELS = 1
RATE = 16000
RECORD_SECONDS = time
WAVE_OUTPUT_FILENAME = "out_file.wav"
with wave.open(WAVE_OUTPUT_FILENAME, 'wb') as wf:
wf.setnchannels(CHANNELS)
wf.setsampwidth(2)
wf.setframerate(RATE)
wf.writeframes(b''.join(reduced_noise))
```
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