def _get_max_length_feature(
audio_feature_dict,
sampling_rate_in_hz,
audio_length_limit_in_s
):
feature_type = audio_feature_dict['type']
audio_length_limit_in_samp = (
audio_length_limit_in_s * sampling_rate_in_hz
)
if not audio_length_limit_in_samp.is_integer():
raise ValueError(
'Audio_file_length_limit has to be chosen '
'so that {} (in s) * {} (sampling rate in Hz) '
'is an integer.'.format(
audio_length_limit_in_s, sampling_rate_in_hz))
audio_length_limit_in_samp = int(audio_length_limit_in_samp)
if feature_type == 'raw':
return audio_length_limit_in_samp
elif feature_type in ['stft', 'stft_phase', 'group_delay', 'fbank']:
window_length_in_s = audio_feature_dict['window_length_in_s']
window_shift_in_s = audio_feature_dict['window_shift_in_s']
return get_max_length_stft_based(audio_length_limit_in_samp,
window_length_in_s,
window_shift_in_s,
sampling_rate_in_hz)
else:
raise ValueError('{} is not recognized.'.format(feature_type))
def _get_max_length_feature(audio_feature_dict, sampling_rate_in_hz, audio_length_limit_in_s):
feature_type = audio_feature_dict[TYPE]
audio_length_limit_in_samp = audio_length_limit_in_s * sampling_rate_in_hz
if not audio_length_limit_in_samp.is_integer():
raise ValueError(
"Audio_file_length_limit has to be chosen "
"so that {} (in s) * {} (sampling rate in Hz) "
"is an integer.".format(audio_length_limit_in_s, sampling_rate_in_hz)
)
audio_length_limit_in_samp = int(audio_length_limit_in_samp)
if feature_type == "raw":
return audio_length_limit_in_samp
elif feature_type in ["stft", "stft_phase", "group_delay", "fbank"]:
window_length_in_s = audio_feature_dict["window_length_in_s"]
window_shift_in_s = audio_feature_dict["window_shift_in_s"]
return get_max_length_stft_based(
audio_length_limit_in_samp, window_length_in_s, window_shift_in_s, sampling_rate_in_hz
)
else:
raise ValueError(f"{feature_type} is not recognized.")
