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config.yaml
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paths:
dataset_dir: LJSpeech-1.1 # path to dataset containing wavs
metadata_path: LJSpeech-1.1/metadata.csv # path to LJSpeech-style metafile with format: id|text
precomputed_mels: # replaces dataset_dir if set and points to already preprocessed mels
data_dir: dfa_data # directory to store preprocessed data
checkpoint_dir: dfa_checkpoints # directory for model checkpoints and tensorboard
audio:
sample_rate: 22050
n_filters: 1024
n_mels: 80
win_length: 1024
hop_length: 256
fmin: 0
fmax: 8000
preprocessing:
mel_dim_last: false # whether precomputed mels have mel channels as last dimension
model:
lstm_dim: 512
conv_dim: 512
durations:
method: 'dijkstra' # options: [dijkstra, beam]
training:
learning_rate: 0.0001
batch_size: 32
epochs: 1000
plot_steps: 1000
checkpoint_steps: 10_000