HTK Acoustic Models

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Here you can download some of the HTK acoustic models I trained using my HTK Wall Street Journal Training Recipe.

Models are available using different amounts of training data, number of tied-states, and number of Gaussians per state. They all are using the 40 phone set from the CMU dictionary (without stress) and were trained using MFCC_0_D_A_Z acoustic features.

Training data Tied states (approx) Gaussians Silence gaussians Size Zip file
WSJ0 monophone 1 1 40K Download
WSJ SI-84 2750 8 16 7MB Download
WSJ SI-284 7400 16 32 36MB Download
WSJ all + TIMIT 4000 32 64 39MB Download
WSJ all + TIMIT 6000 32 64 58MB Download
WSJ all + TIMIT 8000 32 64 77MB Download
WSJ all + TIMIT 10000 32 64 96MB Download
WSJ all + TIMIT 8000 1 1 3MB Download
WSJ all + TIMIT 8000 2 4 6MB Download
WSJ all + TIMIT 8000 4 8 11MB Download
WSJ all + TIMIT 8000 8 16 20MB Download
WSJ all + TIMIT 8000 16 32 39MB Download