# Configuration for generating Noisy Speech Dataset # - sampling_rate: Specify the sampling rate. Default is 16 kHz # - audioformat: default is .wav # - audio_length: Minimum Length of each audio clip (noisy and clean speech) in seconds that will be generated by augmenting utterances. # - silence_length: Duration of silence introduced between clean speech utterances. # - total_hours: Total number of hours of data required. Units are in hours. # - snr_lower: Lower bound for SNR required (default: 0 dB) # - snr_upper: Upper bound for SNR required (default: 40 dB) # - target_level_lower: Lower bound for the target audio level before audiowrite (default: -35 dB) # - target_level_upper: Upper bound for the target audio level before audiowrite (default: -15 dB) # - total_snrlevels: Number of SNR levels required (default: 5, which means there are 5 levels between snr_lower and snr_upper) # - clean_activity_threshold: Activity threshold for clean speech # - noise_activity_threshold: Activity threshold for noise # - fileindex_start: Starting file ID that will be used in filenames # - fileindex_end: Last file ID that will be used in filenames # - is_test_set: Set it to True if it is the test set, else False for the training set # - noise_dir: Specify the directory path to all noise files # - Speech_dir: Specify the directory path to all clean speech files # - noisy_destination: Specify path to the destination directory to store noisy speech # - clean_destination: Specify path to the destination directory to store clean speech # - noise_destination: Specify path to the destination directory to store noise speech # - log_dir: Specify path to the directory to store all the log files # Configuration for unit tests # - snr_test: Set to True if SNR test is required, else False # - norm_test: Set to True if Normalization test is required, else False # - sampling_rate_test: Set to True if Sampling Rate test is required, else False # - clipping_test: Set to True if Clipping test is required, else False # - unit_tests_log_dir: Specify path to the directory where you want to store logs [noisy_speech] sampling_rate: 16000 audioformat: *.wav audio_length: 30 silence_length: 0.2 total_hours: 100 snr_lower: 0 snr_upper: 40 randomize_snr: True target_level_lower: -35 target_level_upper: -15 total_snrlevels: 5 clean_activity_threshold: 0.6 noise_activity_threshold: 0.0 fileindex_start: None fileindex_end: None is_test_set: False noise_dir: \datasets\noise speech_dir: \datasets\clean noisy_destination: \noisy clean_destination: \clean noise_destination: \noise log_dir: \logs # Unit tests config snr_test: True norm_test: True sampling_rate_test = True clipping_test = True unit_tests_log_dir: .\unittests_logs