我在录CSR电话。我的Python脚本在一个30秒的Harvard语句文件中成功地实现了这一点,但在实际的10分钟电话通话中却没有。我被告知要检查文件的编码,但我找不到办法。你知道吗
我已经下载了libav并将bin文件夹设置为Path环境变量。你知道吗
# Import necessary libraries
from pydub import AudioSegment
import speech_recognition as sr
import os
import pydub
chunk_count = 0
directory = os.fsencode(r'C:\Users\zach.blair\Downloads\speechRecognition\New folder')
# Text file to write the recognized audio
fh = open("recognized.txt", "w+")
for file in os.listdir(directory):
filename = os.fsdecode(file)
if filename.endswith(".wav"):
chunk_count += 1
# Input audio file to be sliced
audio = AudioSegment.from_wav(filename)
'''
Step #1 - Slicing the audio file into smaller chunks.
'''
# Length of the audiofile in milliseconds
n = len(audio)
# Variable to count the number of sliced chunks
counter = 1
# Interval length at which to slice the audio file.
interval = 20 * 1000
# Length of audio to overlap.
overlap = 1 * 1000
# Initialize start and end seconds to 0
start = 0
end = 0
# Flag to keep track of end of file.
# When audio reaches its end, flag is set to 1 and we break
flag = 0
# Iterate from 0 to end of the file,
# with increment = interval
for i in range(0, 2 * n, interval):
# During first iteration,
# start is 0, end is the interval
if i == 0:
start = 0
end = interval
# All other iterations,
# start is the previous end - overlap
# end becomes end + interval
else:
start = end - overlap
end = start + interval
# When end becomes greater than the file length,
# end is set to the file length
# flag is set to 1 to indicate break.
if end >= n:
end = n
flag = 1
# Storing audio file from the defined start to end
chunk = audio[start:end]
# Filename / Path to store the sliced audio
filename = str(chunk_count)+'chunk'+str(counter)+'.wav'
# Store the sliced audio file to the defined path
chunk.export(filename, format ="wav")
# Print information about the current chunk
print(str(chunk_count)+str(counter)+". Start = "
+str(start)+" end = "+str(end))
# Increment counter for the next chunk
counter = counter + 1
AUDIO_FILE = filename
# Initialize the recognizer
r = sr.Recognizer()
# Traverse the audio file and listen to the audio
with sr.AudioFile(AUDIO_FILE) as source:
audio_listened = r.listen(source)
# Try to recognize the listened audio
# And catch expections.
try:
rec = r.recognize_google(audio_listened)
# If recognized, write into the file.
fh.write(rec+" ")
# If google could not understand the audio
except sr.UnknownValueError:
print("Empty Value")
# If the results cannot be requested from Google.
# Probably an internet connection error.
except sr.RequestError as e:
print("Could not request results.")
# Check for flag.
# If flag is 1, end of the whole audio reached.
# Close the file and break.
fh.close()
警告(来自警告模块):
File "C:\Users\zach.blair\AppData\Local\Programs\Python\Python37-32\lib\site-packages\pydub\utils.py", line 165 warn("Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work", RuntimeWarning) RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work
警告(来自警告模块):
File "C:\Users\zach.blair\AppData\Local\Programs\Python\Python37-32\lib\site-packages\pydub\utils.py", line 193 warn("Couldn't find ffprobe or avprobe - defaulting to ffprobe, but may not work", RuntimeWarning) RuntimeWarning: Couldn't find ffprobe or avprobe - defaulting to ffprobe, but may not work Traceback (most recent call last): File "C:\Users\zach.blair\Downloads\speechRecognition\New folder\speechRecognition3.py", line 17, in audio = AudioSegment.from_wav(filename) File "C:\Users\zach.blair\AppData\Local\Programs\Python\Python37-32\lib\site-packages\pydub\audio_segment.py", line 728, in from_wav return cls.from_file(file, 'wav', parameters=parameters) File "C:\Users\zach.blair\AppData\Local\Programs\Python\Python37-32\lib\site-packages\pydub\audio_segment.py", line 665, in from_file info = mediainfo_json(orig_file) File "C:\Users\zach.blair\AppData\Local\Programs\Python\Python37-32\lib\site-packages\pydub\utils.py", line 263, in mediainfo_json res = Popen(command, stdin=stdin_parameter, stdout=PIPE, stderr=PIPE) File "C:\Users\zach.blair\AppData\Local\Programs\Python\Python37-32\lib\subprocess.py", line 769, in init restore_signals, start_new_session) File "C:\Users\zach.blair\AppData\Local\Programs\Python\Python37-32\lib\subprocess.py", line 1172, in _execute_child startupinfo) FileNotFoundError: [WinError 2] The system cannot find the file specified
目前没有回答
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