文章目录
- 配置
- 主代码
- 参考文档:https://picovoice.ai/docs/quick-start/porcupine-python/
配置
pip install pvporcupine
主代码
ACCESS_KEY
:需要将该参数填入即可
#
# Copyright 2018-2023 Picovoice Inc.
#
# You may not use this file except in compliance with the license. A copy of the license is located in the "LICENSE"
# file accompanying this source.
#
# Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
# an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
# specific language governing permissions and limitations under the License.
#
import argparse
import os
import struct
import wave
from datetime import datetime
import pvporcupine
from pvrecorder import PvRecorder
# ##################################################### #
ACCESS_KEY = 'xxxx' # 更换成自己的
# ##################################################### #
# pvporcupine.KEYWORDS
print(f"Keywords: {pvporcupine.KEYWORDS}")
def main():
parser = argparse.ArgumentParser()
parser.add_argument(
'--access_key',
default=ACCESS_KEY,
help='AccessKey obtained from Picovoice Console (https://console.picovoice.ai/)')
parser.add_argument(
'--keywords',
nargs='+',
help='List of default keywords for detection. Available keywords: %s' % ', '.join(
'%s' % w for w in sorted(pvporcupine.KEYWORDS)),
# choices=sorted(pvporcupine.KEYWORDS),
default=['pico clock', 'picovoice', 'ok google', 'americano', 'hey barista', 'alexa', 'grasshopper', 'blueberry', 'hey siri', 'jarvis', 'porcupine', 'terminator', 'grapefruit', 'computer', 'hey google', 'bumblebee'],
metavar='')
parser.add_argument(
'--keyword_paths',
nargs='+',
help="Absolute paths to keyword model files. If not set it will be populated from `--keywords` argument")
parser.add_argument(
'--library_path',
help='Absolute path to dynamic library. Default: using the library provided by `pvporcupine`')
parser.add_argument(
'--model_path',
help='Absolute path to the file containing model parameters. '
'Default: using the library provided by `pvporcupine`')
parser.add_argument(
'--sensitivities',
nargs='+',
help="Sensitivities for detecting keywords. Each value should be a number within [0, 1]. A higher "
"sensitivity results in fewer misses at the cost of increasing the false alarm rate. If not set 0.5 "
"will be used.",
type=float,
default=None)
parser.add_argument('--audio_device_index', help='Index of input audio device.', type=int, default=-1)
parser.add_argument('--output_path', help='Absolute path to recorded audio for debugging.', default=None)
parser.add_argument('--show_audio_devices', action='store_true')
args = parser.parse_args()
if args.show_audio_devices:
for i, device in enumerate(PvRecorder.get_available_devices()):
print('Device %d: %s' % (i, device))
return
if args.keyword_paths is None:
if args.keywords is None:
raise ValueError("Either `--keywords` or `--keyword_paths` must be set.")
keyword_paths = [pvporcupine.KEYWORD_PATHS[x] for x in args.keywords]
else:
keyword_paths = args.keyword_paths
print(f"keyword_paths: {keyword_paths}")
print(f"model_path: {args.model_path}")
if args.sensitivities is None:
args.sensitivities = [0.5] * len(keyword_paths)
if len(keyword_paths) != len(args.sensitivities):
raise ValueError('Number of keywords does not match the number of sensitivities.')
try:
porcupine = pvporcupine.create(
access_key=args.access_key,
library_path=args.library_path,
model_path=args.model_path,
keyword_paths=keyword_paths,
sensitivities=args.sensitivities)
except pvporcupine.PorcupineInvalidArgumentError as e:
print("One or more arguments provided to Porcupine is invalid: ", args)
print(e)
raise e
except pvporcupine.PorcupineActivationError as e:
print("AccessKey activation error")
raise e
except pvporcupine.PorcupineActivationLimitError as e:
print("AccessKey '%s' has reached it's temporary device limit" % args.access_key)
raise e
except pvporcupine.PorcupineActivationRefusedError as e:
print("AccessKey '%s' refused" % args.access_key)
raise e
except pvporcupine.PorcupineActivationThrottledError as e:
print("AccessKey '%s' has been throttled" % args.access_key)
raise e
except pvporcupine.PorcupineError as e:
print("Failed to initialize Porcupine")
raise e
keywords = list()
for x in keyword_paths:
keyword_phrase_part = os.path.basename(x).replace('.ppn', '').split('_')
if len(keyword_phrase_part) > 6:
keywords.append(' '.join(keyword_phrase_part[0:-6]))
else:
keywords.append(keyword_phrase_part[0])
print('Porcupine version: %s' % porcupine.version)
recorder = PvRecorder(
frame_length=porcupine.frame_length,
device_index=args.audio_device_index)
recorder.start()
wav_file = None
if args.output_path is not None:
wav_file = wave.open(args.output_path, "w")
wav_file.setnchannels(1)
wav_file.setsampwidth(2)
wav_file.setframerate(16000)
print('Listening ... (press Ctrl+C to exit)')
try:
while True:
pcm = recorder.read()
result = porcupine.process(pcm)
if wav_file is not None:
wav_file.writeframes(struct.pack("h" * len(pcm), *pcm))
if result >= 0:
print('[%s] Detected %s' % (str(datetime.now()), keywords[result]))
except KeyboardInterrupt:
print('Stopping ...')
finally:
recorder.delete()
porcupine.delete()
if wav_file is not None:
wav_file.close()
if __name__ == '__main__':
main()
在ARM硬件RV328上,双核Contax A53,平均延时2ms。