view demos/audio_tokenize_demo.py @ 32:ea905bc19458

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"""
@author: Amine SEHILI <[e-mail]>
September, 2015
"""

from auditok import ADSFactory, AudioEnergyValidator, StreamTokenizer, player_for, dataset
import sys

try:

   # We set the `record` argument to True so that we can rewind the source
   asource = ADSFactory.ads(filename=dataset.one_to_six_arabic_16000_mono_bc_noise, record=True)

   validator = AudioEnergyValidator(sample_width=asource.get_sample_width(), energy_threshold=65)

   # Defalut analysis window is 10 ms (float(asource.get_block_size()) / asource.get_sampling_rate())
   # min_length=20 : minimum length of a valid audio activity is 20 * 10 == 200 ms
   # max_length=400 :  maximum length of a valid audio activity is 400 * 10 == 4000 ms == 4 seconds
   # max_continuous_silence=30 : maximum length of a tolerated  silence within a valid audio activity is 30 * 30 == 300 ms 
   tokenizer = StreamTokenizer(validator=validator, min_length=20, max_length=400, max_continuous_silence=30)

   asource.open()
   tokens = tokenizer.tokenize(asource)

   # Play detected regions back
   player = player_for(asource)

   # Rewind and read the whole signal
   asource.rewind()
   original_signal = []

   while True:
      w = asource.read()
      if w is None:
         break
      original_signal.append(w)
     

   original_signal = b''.join(original_signal)
   player.play(original_signal)

   print("\n ** playing detected regions...\n")
   for i,t in enumerate(tokens):
       print("Token [{0}] starts at {1} and ends at {2}".format(i+1, t[1], t[2]))
       data = b''.join(t[0])
       player.play(data)

   assert len(tokens) == 8

   asource.close()
   player.stop()

except KeyboardInterrupt:

   player.stop()
   asource.close()
   sys.exit(0)

except Exception as e:

   sys.stderr.write(str(e) + "\n")
   sys.exit(1)