vipulsurya
commented
5 years ago hi i want speech recognition using sphinx but as the accuracy of sphinx is not good at all. so need to decode the wav file but getting some error into the file....can any one please help me on this. please tell me any alternate way to achieve offline speech recognition...
from pocketsphinx.pocketsphinx import from sphinxbase.sphinxbase import import speech_recognition as sr from os import environ,path from itertools import izip from pocketsphinx import from sphinxbase import
MODELDIR = "C:/ProgramData/Anaconda2/Lib/site-packages/pocketsphinx/model/" DATADIR = "C:/ProgramData/Anaconda2/Lib/site-packages/pocketsphinx/data/"
AUDIO_FILE = path.join(path.dirname(path.realpath(file)), "seriously.wav")
r = sr.Recognizer()
config = Decoder.default_config() config.set_string('-hmm', path.join(MODELDIR, 'hmm/en_US/hub4wsj_sc_8k')) config.set_string('-lm', path.join(MODELDIR, 'lm/en_US/hub4.5000.DMP')) config.set_string('-dict', path.join(MODELDIR, 'lm/en_US/hub4.5000.dic'))
decoder = Decoder(config)
decoder = decoder.decode_raw(open(AUDIO_FILE, 'rb'))
hypothesis = decoder.hyp()
for best, i in izip(decoder.nbest(), range(10)): print best.hyp().best_score, best.hyp().hypstr
decoder = Decoder(config)
decoder.start_utt('goforward')
decoder.start_utt() stream = open(path.join(DATADIR, 'goforward.raw'), 'rb') while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break decoder.end_utt()
with sr.AudioFile(decoder) as source: audio = r.record(source) # read the entire audio file
try: print("TEXT : " + r.recognize_sphinx(audio)) except sr.UnknownValueError: print("Sphinx could not understand audio") except sr.RequestError as e: print("Sphinx error; {0}".format(e))
error - File "SR_decoder.py", line 35, in decoder = Decoder(config) File "C:\ProgramData\Anaconda2\lib\site-packages\pocketsphinx\pocketsphinx.py" , line 273, in init this = _pocketsphinx.new_Decoder(*args) RuntimeError: new_Decoder returned -1
ismailryt
hi i want speech recognition using sphinx but as the accuracy of sphinx is not good at all. so need to decode the wav file but getting some error into the file....can any one please help me on this. please tell me any alternate way to achieve offline speech recognition...
from pocketsphinx.pocketsphinx import from sphinxbase.sphinxbase import import speech_recognition as sr
from os import environ,path from itertools import izip from pocketsphinx import from sphinxbase import
MODELDIR = "C:/ProgramData/Anaconda2/Lib/site-packages/pocketsphinx/model/" DATADIR = "C:/ProgramData/Anaconda2/Lib/site-packages/pocketsphinx/data/"
AUDIO_FILE = path.join(path.dirname(path.realpath(file)), "seriously.wav")
r = sr.Recognizer()
config = Decoder.default_config() config.set_string('-hmm', path.join(MODELDIR, 'hmm/en_US/hub4wsj_sc_8k')) config.set_string('-lm', path.join(MODELDIR, 'lm/en_US/hub4.5000.DMP')) config.set_string('-dict', path.join(MODELDIR, 'lm/en_US/hub4.5000.dic'))
decoder = Decoder(config)
decoder = decoder.decode_raw(open(AUDIO_FILE, 'rb'))
hypothesis = decoder.hyp()
for best, i in izip(decoder.nbest(), range(10)): print best.hyp().best_score, best.hyp().hypstr
decoder = Decoder(config)
decoder.start_utt('goforward')
decoder.start_utt() stream = open(path.join(DATADIR, 'goforward.raw'), 'rb') while True: buf = stream.read(1024) if buf: decoder.process_raw(buf, False, False) else: break decoder.end_utt()
with sr.AudioFile(decoder) as source: audio = r.record(source) # read the entire audio file
try: print("TEXT : " + r.recognize_sphinx(audio)) except sr.UnknownValueError: print("Sphinx could not understand audio") except sr.RequestError as e: print("Sphinx error; {0}".format(e))
error - File "SR_decoder.py", line 35, in
decoder = Decoder(config)
File "C:\ProgramData\Anaconda2\lib\site-packages\pocketsphinx\pocketsphinx.py"
, line 273, in init
this = _pocketsphinx.new_Decoder(*args)
RuntimeError: new_Decoder returned -1