Hi, Habr. As part of the course "Machine Learning. Advanced" we have prepared for you a translation of interesting material.
We also invite everyone to watch an open lesson on the topic "Multi-armed bandits for optimizing AB testing."
, Python.
, IBM Speech to Text API . API, , , , . API . .
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. SpeechRecognition
. SpeechRecognition
. API. ; Microsoft Azure Speech, Google Cloud Speech, API IBM Watson Speech to Text . IBM Watson Speech to Text API. SpeechRecognition .
. pip, Python.
pip install SpeechRecognition
. Jupyter Notebook.
import speech_recognition as s_r
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. m4a, m4a. wav .
audio_file = s_r.AudioFile('my_clip.wav')
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, , . . .
rcgnzr = s_r.Recognizer()
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! IBM speech to text . , “adjust_for_ambient_noise
” “record
”, . , .
with audio_file as source:
rcgnzr.adjust_for_ambient_noise(source)
clean_audio = rcgnzr.record(source)
, . IBM. ( , , IBM Speech-to-Text API Python SpeechRecogniton
). API:
recognized_speech_ibm = r.recognize_ibm(clean_audio, username="apkikey", password= "your API Key")
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, :
print(recognized_speech_ibm)
. . . , . , , .
. «ready!» .
with open('recognized_speech.txt',mode ='w') as file:
file.write("Recognized Speech:")
file.write("\n")
file.write(recognized)
print("ready!")
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