File size: 1,236 Bytes
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output_dir: ???
data:
pattern: "*.json"
manifest_filepath: ???
tarred_audio_filepaths: null
sample_rate: 16000
max_duration: 30 # you may need to update it for your dataset
min_duration: 0.1
batch_duration: 300 # you may disable batch_duration by setting it to `null`
batch_size: null
shuffle: false
seed: 42
num_workers: 8
pin_memory: true
quadratic_duration: 30
num_buckets: 30
num_cuts_for_bins_estimate: 10000
bucket_buffer_size: 10000
shuffle_buffer_size: 10000
random_padding:
prob: 1.0
min_pad_duration: 0.0 # minimum duration of pre/post padding in seconds
max_pad_duration: 3.0 # maximum duration of pre/post padding in seconds
max_total_duration: 40.0 # maximum total duration of the padded audio in seconds
pad_distribution: 'constant' # distribution of padding duration, 'uniform' or 'normal' or 'constant'
pre_pad_duration: 0.2
post_pad_duration: 3.0
augmentor:
white_noise:
prob: 0.0
min_level: -90
max_level: -40
gain:
prob: 0.0
min_gain_dbfs: -10.0
max_gain_dbfs: 10.0
noise:
prob: 1.0
manifest_path: ???
min_snr_db: 0
max_snr_db: 20
max_gain_db: 300.0 |