96 строки
3.9 KiB
INI
96 строки
3.9 KiB
INI
# Configuration for generating Noisy Speech Dataset
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# - sampling_rate: Specify the sampling rate. Default is 16 kHz
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# - audioformat: default is .wav
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# - audio_length: Minimum Length of each audio clip (noisy and clean speech) in seconds that will be generated by augmenting utterances.
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# - silence_length: Duration of silence introduced between clean speech utterances.
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# - total_hours: Total number of hours of data required. Units are in hours.
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# - snr_lower: Lower bound for SNR required (default: 0 dB)
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# - snr_upper: Upper bound for SNR required (default: 40 dB)
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# - target_level_lower: Lower bound for the target audio level before audiowrite (default: -35 dB)
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# - target_level_upper: Upper bound for the target audio level before audiowrite (default: -15 dB)
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# - total_snrlevels: Number of SNR levels required (default: 5, which means there are 5 levels between snr_lower and snr_upper)
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# - clean_activity_threshold: Activity threshold for clean speech
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# - noise_activity_threshold: Activity threshold for noise
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# - fileindex_start: Starting file ID that will be used in filenames
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# - fileindex_end: Last file ID that will be used in filenames
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# - is_test_set: Set it to True if it is the test set, else False for the training set
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# - noise_dir: Specify the directory path to all noise files
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# - Speech_dir: Specify the directory path to all clean speech files
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# - noisy_destination: Specify path to the destination directory to store noisy speech
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# - clean_destination: Specify path to the destination directory to store clean speech
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# - noise_destination: Specify path to the destination directory to store noise speech
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# - log_dir: Specify path to the directory to store all the log files
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# Configuration for unit tests
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# - snr_test: Set to True if SNR test is required, else False
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# - norm_test: Set to True if Normalization test is required, else False
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# - sampling_rate_test: Set to True if Sampling Rate test is required, else False
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# - clipping_test: Set to True if Clipping test is required, else False
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# - unit_tests_log_dir: Specify path to the directory where you want to store logs
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[noisy_speech]
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sampling_rate: 16000
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audioformat: *.wav
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audio_length: 30
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silence_length: 0.2
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total_hours: 500
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snr_lower: -5
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snr_upper: 20
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randomize_snr: True
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target_level_lower: -35
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target_level_upper: -15
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total_snrlevels: 21
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clean_activity_threshold: 0.6
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noise_activity_threshold: 0.0
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fileindex_start: None
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fileindex_end: None
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is_test_set: False
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noise_dir: datasets\noise
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speech_dir: datasets\clean\read_speech
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noise_types_excluded: None
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noisy_destination: datasets\training_set_sept12\noisy
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clean_destination: datasets\training_set_sept12\clean
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noise_destination: datasets\training_set_sept12\noise
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log_dir: logs
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# Config: add singing voice to clean speech
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use_singing_data=1
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# 0 for no, 1 for yes
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clean_singing: datasets\clean\singing_voice
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#datasets\clean_singing\VocalSet11\FULL
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singing_choice: 3
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# 1 for only male, 2 for only female, 3 (default) for both male and female
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# Config: add emotional data to clean speech
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use_emotion_data=1
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# 0 for no, 1 for yes
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clean_emotion: datasets\clean\emotional_speech
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# Config: add Chinese (mandarin) data to clean speech
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use_mandarin_data=1
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# 0 for no, 1 for yes
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clean_mandarin: datasets\clean\mandarin_speech
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# Config: add reverb to clean speech
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rir_choice: 3
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# 1 for only real rir, 2 for only synthetic rir, 3 (default) use both real and synthetic
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lower_t60: 0.3
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# lower bound of t60 range in seconds
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upper_t60: 1.3
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# upper bound of t60 range in seconds
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rir_table_csv: datasets\acoustic_params\RIR_table_simple.csv
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clean_speech_t60_csv: datasets\acoustic_params\cleanspeech_table_t60_c50.csv
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# percent_for_adding_reverb=0.5 # percentage of clean speech convolved with RIR
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# Unit tests config
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snr_test: True
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norm_test: True
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sampling_rate_test = True
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clipping_test = True
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unit_tests_log_dir: unittests_logs
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