basebend_test / used_config.yaml
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sig_config_source: /home3/yihao/Research/basebend/audio_data_generator_SIG/synthesizer_config-basebend.yaml
runtime_overrides:
DATASET_MODE: paired
PURE_NOISE_SAMPLES: 0
BG_PROB: 0.9
RIR_PROB: 0.0
BG_WEIGHT_DIR: /home3/yihao/Research/basebend/basebend_real_noise/basebend_real
BG_WEIGHT_PROB: 0.6
MAX_SAMPLES: null
generation:
output_dir: /home3/yihao/Research/basebend/sim_test
dataset_mode: paired
pure_noise_samples: 0
fg_dirs:
- /home3/yihao/Research/Code/Large-scale-diarization-dataset/exp/dataset-test/test/wavs/clean
bg_dirs:
- /home3/yihao/Research/basebend/DEMAND_48k/channel_1
- /home3/yihao/Research/basebend/high_res_wham/audio
- /home3/yihao/Research/basebend/NoiseX-92
- /home3/yihao/Research/basebend/basebend_real_noise/basebend_real
rir_dirs:
- /home3/yihao/Research/basebend/RIRS_NOISES/simulated_rirs/merged_files_fixed
sr: 24000
chunk_sec: 160.0
chunk_num_samples: 3840000
preserve_files: true
no_pad: true
stride_sec: 160.0
min_tail_sec: 0.0
val_num: 100
max_samples: null
test_mode: false
nj: 32
seed: 42
sig_config:
onlinesynth_duration: 160.0
onlinesynth_sampling_rate: 24000
onlinesynth_resampling_type: fft
datagen_runtime:
fg_dir:
- /home3/yihao/Research/Code/Large-scale-diarization-dataset/exp/dataset-test/test/wavs/clean
rttm_dir: /home3/yihao/Research/Code/Large-scale-diarization-dataset/exp/dataset-test/test/rttms
bg_dir:
- /home3/yihao/Research/basebend/DEMAND_48k/channel_1
- /home3/yihao/Research/basebend/high_res_wham/audio
- /home3/yihao/Research/basebend/NoiseX-92
- /home3/yihao/Research/basebend/basebend_real_noise/basebend_real
rir_dir:
- /home3/yihao/Research/basebend/RIRS_NOISES/simulated_rirs/merged_files_fixed
output_dir: /home3/yihao/Research/basebend/sim_test
dataset_mode: paired
pure_noise_samples: 0
sr: 24000
chunk_sec: 160.0
stride_sec: 160.0
min_tail_sec: 0.0
preserve_files: true
no_pad: true
val_num: 100
nj: 32
seed: 42
bg_prob: 0.9
rir_prob: 0.0
bg_weight_dir: /home3/yihao/Research/basebend/basebend_real_noise/basebend_real
bg_weight_prob: 0.6
max_samples: null
onlinesynth_nearend_snr_interval:
- -5
- 25
onlinesynth_nearend_prop_add_gaussian_ne_noise: 0.2
onlinesynth_nearend_gaussian_length_ratio_interval:
- 0.2
- 1.0
onlinesynth_nearend_prop_late_noise: 0.7
onlinesynth_nearend_apply_gain_change: 0.4
onlinesynth_pre_agc:
enabled: true
likelihood: 0.2
mode_probabilities:
sudden_spikes: 0.05
gradual_increase: 0.05
gradual_decrease: 0.05
volume_fluctuation: 0.05
sudden_spikes:
spike_intensity:
- 2.0
- 8.0
spike_duration_sec:
- 0.1
- 0.6
num_spikes:
- 1
- 5
frame_length_sec: 0.025
hop_length_sec: 0.01
energy_percentile: 60
gradual_increase:
start_multiplier:
- 0.8
- 1.2
end_multiplier:
- 2.5
- 3.5
gradual_decrease:
start_multiplier:
- 1.5
- 3.0
end_multiplier:
- 0.2
- 0.5
volume_fluctuation:
base_multiplier: 1.0
fluctuation_depth:
- 0.5
- 1.5
frequency_hz:
- 0.5
- 1.5
min_multiplier: 0.1
onlinesynth_codec2:
enabled: true
likelihood: 0.2
build_dir: /home3/yihao/Research/basebend/audio_data_generator_SIG/codec2/build_linux
modes:
'3200': 0.1
'450': 0.0
'2400': 0.1
'1600': 0.3
'1400': 0.15
'1300': 0.15
'1200': 0.15
700C: 0.15
onlinesynth_output_clipping:
enabled: true
likelihood: 0.25
threshold:
- 0.6
- 1.0
onlinesynth_final_bandwidth_filter:
enabled: true
profile: basebend_strict
transition_hz: 20.0
passband_ripple_db: 0.15
stopband_db: 90.0
zero_phase: true
fallback_order: 10
onlinesynth_mic_distortions:
num_applications:
1: 1.0
distortion_types:
param_ranges:
mic_bandpass:
likelihood: 1.0
low_freq:
- 300
- 300
high_freq:
- 3000
- 3000
order: 7
speaker_gain_delta_db:
range:
- -10
- 10
likelihood: 0.0
allow_rir_and_generated: true
room_freeverb_room_size:
range:
- 0.01
- 0.3
likelihood: 0.0
range_mix:
- 0.3
- 0.6
room_bad_mic_response:
likelihood: 0.3
room_bad_mic_params:
low_shelf_hz:
- 50
- 700
low_shelf_db:
- -12
- 12
high_shelf_hz:
- 2000
- 6000
high_shelf_db:
- -12
- 12
peak_count:
- 0
- 7
peak_hz:
- 300
- 4000
peak_db:
- -6
- 6
dac_highpass_cutoff_hz:
range:
- 300
- 300
likelihood: 0.0
dac_lowpass_cutoff_hz:
range:
- 3000
- 3000
likelihood: 0.0
dac_bitdepth:
range:
- 6
- 12
likelihood: 0.3
agc_expand_ratio:
range:
- 1.0
- 2.4
likelihood: 0.25
range_mix:
- -10.0
- 0.01
agc_gain_db:
range:
- 5
- 20
likelihood: 0.1
prepro_hardlimit_enabled:
likelihood: 0.2
prepro_postclip_gain_db:
range:
- -5
- 0
likelihood: 0.2
prepro_sample_rate_hz:
range:
- 3000
- 16000
likelihood: 0.0
prepro_or_gsm_resample_quality:
range:
- ZeroOrderHold
- Linear
- CatmullRom
- WindowedSinc
likelihood: 1.0
extra_phaser_rate_hz:
range:
- 100
- 500
likelihood: 0.0
extra_tanh_distortion_drive_db:
range:
- 2
- 10
likelihood: 0.0
microaug_shift_ms:
range:
- 0.0
- 2.0 / 16000.0
likelihood: 0.0
gsm_transmission_enabled:
likelihood: 0.2
onlinesynth_nearend_prop_noisy: 0.9