def criar_perfil() -> str:
"""
Cria um novo perfil junto a API de reconhecimento de voz da Microsoft.
:return: id do perfil criado
:rtype: str
"""
speaker_verification = cognitive_sr.SpeechIdentification(
settings.AZURE_SPEAKER_REC_KEY)
result = speaker_verification.create_profile()
return result
def identify_voice_profile(self, subscription_key, profile_ids, wav_path):
""" identifies a profile using a wav recording of them speaking """
with io.open(wav_path, 'rb') as wav_file:
wav_data = wav_file.read()
speech_identification = cognitive_sr.SpeechIdentification(
subscription_key)
result = speech_identification.identify_profile(profile_ids.split(','),
wav_data,
short_audio=True)
return result
def recognize_speaker(wav_data):
people = {
'00000000-0000-0000-0000-000000000000': 'No Match',
'2338f519-b782-4756-b0be-557fa731f1bf': 'Pranav',
'818a16b4-8068-418a-88b5-d9f45a803e93': 'Sayan',
'820b1301-cb96-4155-9f22-afc0b4d891cb': 'Josh',
'5579c474-3c9e-4bdd-b1a6-9480c3d1366a': 'Arnav'
}
subscription_key = '38ca07d3e98a41889877dca1a68c884d'
# Create a new profile
speech_identification = cognitive_sr.SpeechIdentification(subscription_key)
# result = speech_identification.create_profile()
# print(result)
profile_id = '820b1301-cb96-4155-9f22-afc0b4d891cb'
# Pranav - 2338f519-b782-4756-b0be-557fa731f1bf
# Sayan - 818a16b4-8068-418a-88b5-d9f45a803e93
# Daddy Jhosh - b468f3aa-e303-4290-95ff-68a74524900e
# Nav -
profile_ids = [
'5579c474-3c9e-4bdd-b1a6-9480c3d1366a',
'2338f519-b782-4756-b0be-557fa731f1bf',
'818a16b4-8068-418a-88b5-d9f45a803e93',
'820b1301-cb96-4155-9f22-afc0b4d891cb'
]
wav_path = 'jhosh_recording.wav'
# with io.open(wav_path, 'rb') as wav_file:
# wav_data = wav_file.read()
# result = speech_identification.enroll_profile(profile_id, wav_data)
# result = speech_identification.delete_profile(profile_id)
result = speech_identification.identify_profile(profile_ids,
wav_data,
short_audio=True)
# result = speech_identification.get_profile(profile_id)
# profiles = speech_identification.get_all_profiles()
# print(profiles)
# print(len(profiles))
# print("Done")
print(result)
if 'identifiedProfileId' in result.keys():
x = people[result['identifiedProfileId']]
print(x, result['confidence'])
return "Pranav" if x == "No Match" else x
else:
# print("Pranav Normal Default")
return "Pranav"
# recognize_speaker(None)
def recognize_speaker(wav_data):
people = {
'00000000-0000-0000-0000-000000000000' : 'No Match',
'f15d5e70-4943-49e5-ba33-ff702253a3c8' : 'Safin',
'02454ffc-7703-4029-9159-2418cf489b36' : 'Akash',
'f304c2d8-86a1-481f-bef5-36bc78c13708' : 'Keval',
'5579c474-3c9e-4bdd-b1a6-9480c3d1366a' : 'Yung Nav'
}
subscription_key = 'c16fe0be8b3c4b2eaccdfe3fd2e306b4'
# Create a new profile
speech_identification = cognitive_sr.SpeechIdentification(subscription_key)
# result = speech_identification.create_profile()
# print(result)
profile_id = '820b1301-cb96-4155-9f22-afc0b4d891cb'
# Pranav - 2338f519-b782-4756-b0be-557fa731f1bf
# Sayan - 818a16b4-8068-418a-88b5-d9f45a803e93
# Daddy Jhosh - b468f3aa-e303-4290-95ff-68a74524900e
# Nav -
profile_ids = 'f15d5e70-4943-49e5-ba33-ff702253a3c8', '02454ffc-7703-4029-9159-2418cf489b36', 'f304c2d8-86a1-481f-bef5-36bc78c13708'
#wav_path = 'jhosh_recording.wav'
# with io.open(wav_data, 'rb') as wav_file:
#wav_data2 = wav_data2.read()
# result = speech_identification.enroll_profile(profile_id, wav_data)
# result = speech_identification.delete_profile(profile_id)
result = speech_identification.identify_profile(profile_ids, wav_data, short_audio=True)
# result = speech_identification.get_profile(profile_id)
# profiles = speech_identification.get_all_profiles()
# print(profiles)
# print(len(profiles))
# print("Done")
print(result)
if 'identifiedProfileId' in result.keys():
x = people[result['identifiedProfileId']]
print(x, result['confidence'])
return "Keval" if x == "No Match" else x
else:
# print("Pranav Normal Default")
return "Keval"
# recognize_speaker(None)