add arg to run vad on cpu

This commit is contained in:
makaveli10
2023-09-28 23:41:31 +05:30
parent 6a087fa1f6
commit ad37d8c63c
+5 -1
View File
@@ -9,7 +9,7 @@ import onnxruntime
class VoiceActivityDetection(): class VoiceActivityDetection():
def __init__(self): def __init__(self, force_onnx_cpu=True):
path = self.download() path = self.download()
opts = onnxruntime.SessionOptions() opts = onnxruntime.SessionOptions()
opts.log_severity_level = 3 opts.log_severity_level = 3
@@ -17,7 +17,11 @@ class VoiceActivityDetection():
opts.inter_op_num_threads = 1 opts.inter_op_num_threads = 1
opts.intra_op_num_threads = 1 opts.intra_op_num_threads = 1
if force_onnx_cpu and 'CPUExecutionProvider' in onnxruntime.get_available_providers():
self.session = onnxruntime.InferenceSession(path, providers=['CPUExecutionProvider'], sess_options=opts) self.session = onnxruntime.InferenceSession(path, providers=['CPUExecutionProvider'], sess_options=opts)
else:
self.session = onnxruntime.InferenceSession(path, providers=['CUDAExecutionProvider'], sess_options=opts)
self.reset_states() self.reset_states()
self.sample_rates = [8000, 16000] self.sample_rates = [8000, 16000]