You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
|
|
|
|
data:
|
|
|
|
|
dataset: 'paddlespeech.audio.datasets:ESC50'
|
|
|
|
|
num_classes: 50
|
|
|
|
|
train:
|
|
|
|
|
mode: 'train'
|
|
|
|
|
split: 1
|
|
|
|
|
dev:
|
|
|
|
|
mode: 'dev'
|
|
|
|
|
split: 1
|
|
|
|
|
|
|
|
|
|
model:
|
|
|
|
|
backbone: 'paddlespeech.cls.models:cnn14'
|
|
|
|
|
|
|
|
|
|
feature:
|
|
|
|
|
sr: 32000
|
|
|
|
|
n_fft: 1024
|
|
|
|
|
hop_length: 320
|
|
|
|
|
window: 'hann'
|
|
|
|
|
win_length: 1024
|
|
|
|
|
f_min: 50.0
|
|
|
|
|
f_max: 14000.0
|
|
|
|
|
n_mels: 64
|
|
|
|
|
|
|
|
|
|
training:
|
|
|
|
|
epochs: 50
|
|
|
|
|
learning_rate: 0.00005
|
|
|
|
|
num_workers: 2
|
|
|
|
|
batch_size: 16
|
|
|
|
|
checkpoint_dir: './checkpoint'
|
|
|
|
|
save_freq: 10
|
|
|
|
|
log_freq: 10
|
|
|
|
|
|
|
|
|
|
predicting:
|
|
|
|
|
audio_file: '/audio/dog.wav'
|
|
|
|
|
top_k: 10
|
|
|
|
|
checkpoint: './checkpoint/epoch_50/model.pdparams'
|
