rnnlm

Train, export, and evaluate RNNLM for ASR.

Install

Install from pypi.

pip install rnnlm

Install in editable mode from repository root:

pip install -e .

CLI

After installation, use:

rnnlm train --help
rnnlm ppl --help
rnnlm export --help

Examples:

rnnlm train --num-epochs 30 --batch-size 400 --exp-dir rnn_lm/exp --lm-data data/train.txt --lm-data-valid data/valid.txt --bpe-model data/bpe.model
rnnlm ppl --epoch 29 --avg 5 --exp-dir rnn_lm/exp --lm-data data/test.txt --bpe-model data/bpe.model
rnnlm export --epoch 29 --avg 5 --exp-dir rnn_lm/exp --jit 1