如何在函数之间传递已编辑的WAV而不在两者之间保存WAV?
我有2个人的wav对话(客户和技术支持),我有3个独立的功能,可提取1个声音,缩短10秒钟并将其转换为嵌入。
def get_customer_voice(file):
print('getting customer voice only')
wav = wf.read(file)
ch = wav[1].shape[1]#customer voice always in 1st track
sr = wav[0]
c1 = wav[1][:,1]
#print('c0 %i'%c0.size)
if ch==1:
exit()
vad = VoiceActivityDetection()
vad.process(c1)
voice_samples = vad.get_voice_samples()
#this is trouble - how to pass it without saving anywhere as wav?
wf.write('%s_customer.wav'%file,sr,voice_samples)
下面的功能比上面的功能减少10秒的wav文件。
import sys
from pydub import AudioSegment
def get_customer_voice_10_seconds(file):
voice = AudioSegment.from_wav(file)
new_voice = voice[0:10000]
file = str(file) + '_10seconds.wav'
new_voice.export(file, format='wav')
if __name__ == '__main__':
if len(sys.argv) < 2:
print('give wav file to process!')
else:
print(sys.argv)
get_customer_voice_10_seconds(sys.argv[1])
如何将其以wav或其他格式传递而不将其保存到某个目录?它将在rest api中使用,我不知道它将在哪里保存该wav,因此最好以某种方式传递它。
-
我想通了-下面的函数可以正常工作,而无需保存,缓冲等。它接收一个wav文件并对其进行编辑,然后直接发送给get math embedding函数:
def get_customer_voice_and_cutting_10_seconds_embedding(file): print('getting customer voice only') wav = read(file) ch = wav[1].shape[1] sr = wav[0] c1 = wav[1][:,1] vad = VoiceActivityDetection() vad.process(c1) voice_samples = vad.get_voice_samples() audio_segment = AudioSegment(voice_samples.tobytes(), frame_rate=sr,sample_width=voice_samples.dtype.itemsize, channels=1) audio_segment = audio_segment[0:10000] file = str(file) + '_10seconds.wav' return get_embedding(file)
关键是音频段中的tobytes(),它将它们全部重新组合到1个轨道中