| # 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 | |