From f1ef7cf48d83e18ce315e37b322146677355f4f0 Mon Sep 17 00:00:00 2001 From: zhifu gao <zhifu.gzf@alibaba-inc.com> Date: 星期五, 05 五月 2023 13:07:31 +0800 Subject: [PATCH] Merge pull request #453 from alibaba-damo-academy/dev_clas --- 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..676c943 --- /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 + +import funasr +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, + 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" # m妯″瀷淇濆瓨璺緞 + params.data_path = "./example_data/" # 鏁版嵁璺緞 + params.dataset_type = "large" # 灏忔暟鎹噺璁剧疆small锛岃嫢鏁版嵁閲忓ぇ浜�1000灏忔椂锛岃浣跨敤large + params.batch_bins = 2000 # 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 = 50 # 鏈�澶ц缁冭疆鏁� + params.lr = 0.00005 # 璁剧疆瀛︿範鐜� + + modelscope_finetune(params) -- Gitblit v1.9.1