From 1d1ef01b4e23630a99a3be7e9d1dce9550a793e9 Mon Sep 17 00:00:00 2001 From: yhliang <68215459+yhliang-aslp@users.noreply.github.com> Date: 星期四, 11 五月 2023 16:26:24 +0800 Subject: [PATCH] Merge branch 'main' into dev_smohan --- egs_modelscope/asr/paraformer/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404/finetune.py | 37 +++++++++++++++++++++++++++++++++++++ 1 files changed, 37 insertions(+), 0 deletions(-) diff --git a/egs_modelscope/asr/paraformer/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404/finetune.py b/egs_modelscope/asr/paraformer/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404/finetune.py new file mode 100644 index 0000000..9d08923 --- /dev/null +++ b/egs_modelscope/asr/paraformer/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404/finetune.py @@ -0,0 +1,37 @@ +import os + +from modelscope.metainfo import Trainers +from modelscope.trainers import build_trainer + +from funasr.datasets.ms_dataset import MsDataset +from funasr.utils.modelscope_param import modelscope_args + + +def modelscope_finetune(params): + if not os.path.exists(params.output_dir): + os.makedirs(params.output_dir, exist_ok=True) + # dataset split ["train", "validation"] + ds_dict = MsDataset.load(params.data_path) + kwargs = dict( + model=params.model, + model_revision="v1.0.2", + data_dir=ds_dict, + dataset_type=params.dataset_type, + work_dir=params.output_dir, + batch_bins=params.batch_bins, + max_epoch=params.max_epoch, + lr=params.lr) + trainer = build_trainer(Trainers.speech_asr_trainer, default_args=kwargs) + trainer.train() + + +if __name__ == '__main__': + params = modelscope_args(model="damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404", data_path="./data") + params.output_dir = "./checkpoint" # 妯″瀷淇濆瓨璺緞 + params.data_path = "./example_data/" # 鏁版嵁璺緞 + params.dataset_type = "large" # finetune contextual paraformer妯″瀷鍙兘浣跨敤large dataset + params.batch_bins = 200000 # batch size锛屽鏋渄ataset_type="small"锛宐atch_bins鍗曚綅涓篺bank鐗瑰緛甯ф暟锛屽鏋渄ataset_type="large"锛宐atch_bins鍗曚綅涓烘绉掞紝 + params.max_epoch = 20 # 鏈�澶ц缁冭疆鏁� + params.lr = 0.0002 # 璁剧疆瀛︿範鐜� + + modelscope_finetune(params) \ No newline at end of file -- Gitblit v1.9.1