config.yaml

data:
    data_root: "/home/xieliang/Data"
    trained_transducer: "/home/xieliang/Data/transducer.pth"          
    trained_ctc: "/home/xieliang/Data/ctc2_test.pth"                        
    trained_lm: "/home/xieliang/Data/lm.pth" 
    trained_las: "/home/xieliang/Data/las.pth"
    vocabSize: 41            # the vocab includes '<pad>' and '<blank>' tokens
    blank_idx: 1             # the index of '<blank>' token in vocabulary
    pad_idx: 0               # the index of '<pad>' token in vocabulary
    using_trained_ctc: True
    using_trained_lm: True
model:
    ctc:
        nhid: 256
        nlayer: 1
        sigma: 0.01      # noise item
    lm:
        nemd: 128
        nhid: 128
        nlayer: 1
        tie_embedding: False
        embed_drop_ratio: 0.2  # embedding regularize
        lock_drope: 0.2      # embedding lock drop ratio
        lock_droph: 0        # lstm hidden lock drop ratio
        lock_dropo: 0.2      # lstm out lock drop ratio
    transducer:
        encoder_nout: 256
        decoder_nout: 256
        nhid: 256  
    las:
        encoder:
            nhid: 0
            nlayer: 0
            nout: 0
        attention:
            nhid: 0
        decoder:
            nemd: 0
            nhid: 0
            emd_drop: 0
training:
    BSZ: 1
    lr: 0.0001
    momentum: 0.9
    weight_decay: 0