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| # @package __global__ | |
| audio_effects: | |
| speed: | |
| sample_rate: ${sample_rate} | |
| speed_range: [0.8, 1.2] | |
| updownresample: | |
| sample_rate: ${sample_rate} | |
| intermediate_freq: 32000 | |
| echo: | |
| sample_rate: ${sample_rate} | |
| volume_range: [0.1, 0.5] | |
| duration_range: [0.1, 0.5] | |
| random_noise: | |
| noise_std: 0.001 | |
| pink_noise: | |
| noise_std: 0.01 | |
| lowpass_filter: | |
| sample_rate: ${sample_rate} | |
| cutoff_freq: 5000 | |
| highpass_filter: | |
| cutoff_freq: 500 | |
| sample_rate: ${sample_rate} | |
| bandpass_filter: | |
| cutoff_freq_low: 300 | |
| cutoff_freq_high: 8000 | |
| sample_rate: ${sample_rate} | |
| smooth: | |
| window_size_range: [2, 10] | |
| boost_audio: | |
| amount: 20 | |
| duck_audio: | |
| amount: 20 | |
| mp3_compression: | |
| sample_rate: ${sample_rate} | |
| bitrate: 128k # should be a string e.g. "8k", "32k".. cf ffmpeg to see available bitrates | |
| aac_compression: | |
| sample_rate: ${sample_rate} | |
| bitrate: 128k # should be a string e.g. "8k", "32k".. cf ffmpeg to see available bitrates | |
| lowpass_freq: null # don't apply low pass freq to ffmpeg aac compression | |
| encodec: | |
| ckpt: "//pretrained/facebook/encodec_24khz" | |
| n_qs: [4, 8, 16] | |
| select_aug_mode: | |
| "use_eval" # other are 'all' and 'use_eval_acc', used to sample augmentations, `fixed` uses the prob from aug_weights, `all` uses all agmentations every step | |
| # `use_eval_acc` changes the weights based on the accuracies at evaluation time | |
| aug_weights: | |
| speed: 0.1 | |
| updownresample: 0.1 | |
| echo: 0.1 | |
| pink_noise: 0.1 | |
| lowpass_filter: 0.1 | |
| highpass_filter: 0.1 | |
| bandpass_filter: 0.1 | |
| smooth: 0.1 | |
| boost_audio: 0.1 | |
| duck_audio: 0.1 | |
| mp3_compression: 0.1 # eval only never use in training even if eval_acc low | |
| aac_compression: 0.1 # eval only never use in training even if eval_acc low | |
| encodec: 0.1 | |
| identity: 1 # no augmentation | |
| n_max_aug: null |