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| # network architecture
| model: Transducer
| model_conf:
| auxiliary_ctc_weight: 0.0
|
| # encoder
| encoder: RWKVEncoder
| encoder_conf:
| kernel: 3
| subsampling_factor: 4
| output_size: 512
| num_blocks: 18
| time_reduction_factor: 2
| att_dropout_rate: 0.1
| ffn_dropout_rate: 0.1
| dropout_rate: 0.1
|
| # decoder (prediction network)
| decoder: rnnt_decoder
| decoder_conf:
| embed_size: 512
| hidden_size: 512
| embed_dropout_rate: 0.1
| dropout_rate: 0.1
| use_embed_mask: false
|
| # joint network
| joint_network: joint_network
| joint_network_conf:
| joint_space_size: 512
|
| frontend: WavFrontend
| frontend_conf:
| fs: 16000
| window: hamming
| n_mels: 80
| frame_length: 25
| frame_shift: 10
| lfr_m: 1
| lfr_n: 1
| upsacle_samples: true
|
| specaug: SpecAugLFR
| specaug_conf:
| apply_time_warp: false
| time_warp_window: 5
| time_warp_mode: bicubic
| apply_freq_mask: true
| freq_mask_width_range:
| - 0
| - 30
| lfr_rate: 6
| num_freq_mask: 1
| apply_time_mask: true
| time_mask_width_range:
| - 0
| - 12
| num_time_mask: 1
|
| tokenizer: CharTokenizer
| tokenizer_conf:
| unk_symbol: <unk>
| split_with_space: true
|
|
|
