在python中使用pyaudio录制音频时如何忽略背景噪音？

Question

我正在使用以下代码在python中录制音频，它可以完美运行。但是，当我将麦克风输入音量设置为高时，使用此代码录制的音频会产生很多噪音。如何消除这种噪音？

import pyaudio
import wave

def record(filename):
    FORMAT = pyaudio.paInt16
    CHANNELS = 1
    RATE = 16000
    CHUNK = 1024
    RECORD_SECONDS = 15
    WAVE_OUTPUT_FILENAME = filename 

    audio = pyaudio.PyAudio()

    # start Recording
    stream = audio.open(format=FORMAT, channels=CHANNELS,
                        rate=RATE, input=True,
                        frames_per_buffer=CHUNK)
    print("recording...")
    print('---------------------------------')
    print(int(RATE / CHUNK * RECORD_SECONDS))
    print('*********************************')

    frames = []

    for i in range(0, int(RATE / CHUNK * RECORD_SECONDS)):
        data = stream.read(CHUNK)
        frames.append(data)
    print("Recording finished. . .")

    # stop Recording
    stream.stop_stream()
    stream.close()
    audio.terminate()

    waveFile = wave.open(WAVE_OUTPUT_FILENAME, 'wb')
    waveFile.setnchannels(CHANNELS)
    waveFile.setsampwidth(2)  
    audio.get_sample_size(FORMAT)
    waveFile.setframerate(RATE)
    waveFile.writeframes(b''.join(frames))
    waveFile.close()