统计音频文件总时长
两种实现方法,调用sox工具,调用python wave库。
sox
命令行中键入sox wavfile -n stat
-bash-4.2$ sox arctic_a0001.wav -n stat
Samples read: 53680
Length (seconds): 3.355000
Scaled by: 2147483647.0
Maximum amplitude: 0.628510
Minimum amplitude: -0.649933
Midline amplitude: -0.010712
Mean norm: 0.069802
Mean amplitude: -0.000027
RMS amplitude: 0.114387
Maximum delta: 0.332764
Minimum delta: 0.000000
Mean delta: 0.019452
RMS delta: 0.033908
Rough frequency: 754
Volume adjustment: 1.539
其中的length就是长度,单位seconds。
Code
import os,sys
import os,sys
import math
import subprocess
import csv
wavdir = \'wav\'
txtdir = \'txt\'
wavlst = os.listdir(wavdir)
total = 0
def get_wav_duration(wav_id):
cmd = "sox {} -n stat 2>&1".format(os.path.join(wavdir,wav_id))
tmp = os.popen(cmd)
dur_line = tmp.readlines()[1].split()
dur = math.floor(float(dur_line[2]) * 10)/10
#print dur
global total
total = total + dur
return str(dur)
with open(\'text.csv\',\'wb\') as csvfile:
writer = csv.writer(csvfile)
for wav_id in wavlst:
utt_id = wav_id.split(\'.\')[0]
duration = get_wav_duration(wav_id)
#sound_nframe = os.path.join(wavdir, utt_id)
write_tmp = [utt_id, duration]
writer.writerow(write_tmp)
print(total)
os.popen简记
python中调用外部命令行命令,主要使用os.system(cmd)
和os.popen(cmd)
,两个命令的区别在于前者返回cmd退出状态码,后者能够返回脚本执行过程中的输出内容。在python的document中貌似并不推荐os.popen
,推荐使用subprocess.popen
,用法稍微复杂。
os.system
#!/bin/bash
echo "hello world!"
exit 3
os.system(cmd):返回16bit,低位为杀死所调用脚本的信号号码,高位为脚本的退出状态码(即高位信号有用)
>>> n = os.system(test.sh)
>>> n >> 8
>>> 3
os.popen
这种调用方式是通过管道的方式来实现,函数返回一个file-like的对象,里面的内容是脚本输出的内容(可简单理解为echo输出的内容),如果需要其他的内容,就需要使用重定向2>&1
【注意重定向】。
import os
cmd = \'echo haha\'
tmp = os.popen(cmd).readlines()
print(tmp)
wave lib
统计The World English Bible中语音的时长,12G的文件,两层文件夹,统计后总时长为263965.387755s(约73h)
import os
import wave
import contextlib
def get_wav_duration(fname, print_flag=0):
with contextlib.closing(wave.open(fname,\'r\')) as f:
frames = f.getnframes()
rate = f.getframerate()
wav_duration = frames / float(rate)
if str(print_flag) != \'0\':
print(\'wav time: {}\'.format(wav_duration))
return wav_duration
wavdirdir = \'WEB\'
wavdirlst = os.listdir(wavdirdir)
wavlst = []
for lst in wavdirlst:
wavdir = os.path.join(wavdirdir,lst)
wavpath = os.listdir(wavdir)
for wav in wavpath:
wavlst.append(os.path.join(wavdir,wav))
total = 0
for lst in wavlst:
total += get_wav_duration(lst)
print(total)
Reference
http://blog.csdn.net/yogurt0928/article/details/46625731
https://taizilongxu.gitbooks.io/stackoverflow-about-python/content/6/README.html
http://blog.csdn.net/windone0109/article/details/8895875
https://www.cnblogs.com/bluescorpio/archive/2010/05/04/1727020.html
http://blog.csdn.net/y_xianjun/article/details/73245482