| speech_config: | |
| sample_rate: 16000 | |
| frame_ms: 25 | |
| stride_ms: 10 | |
| num_feature_bins: 80 | |
| feature_type: log_mel_spectrogram | |
| preemphasis: 0.97 | |
| normalize_signal: True | |
| normalize_feature: True | |
| normalize_per_feature: False | |
| model_config: | |
| name: acrnn | |
| d_model: 64 | |
| filters: [32,64,64] | |
| kernel_size: [[11,5],[11,5],[11,5]] | |
| rnn_cell: 256 | |
| seq_mask: True | |
| dataset_config: | |
| vocabulary: vocab/vocab.txt | |
| data_path: ./data/wavs/ | |
| corpus_name: ./data/demo_txt/demo | |
| file_nums: 1 | |
| max_audio_length: 2000 | |
| shuffle_size: 1200 | |
| data_length: None | |
| suffix: .txt | |
| load_type: txt | |
| train: train | |
| dev: dev | |
| test: test | |
| optimizer_config: | |
| init_steps: 0 | |
| warmup_steps: 10000 | |
| max_lr: 1e-4 | |
| beta1: 0.9 | |
| beta2: 0.999 | |
| epsilon: 1e-9 | |
| running_config: | |
| prefetch: False | |
| load_weights: ./saved_weights/20230228-084356/last/model | |
| num_epochs: 100 | |
| batch_size: 1 | |
| train_steps: 50 | |
| dev_steps: 10 | |
| test_steps: 10 |