From 8c904ecadde91d19d97a011377cc978459d601ce Mon Sep 17 00:00:00 2001
From: Lizerui9926 <110582652+Lizerui9926@users.noreply.github.com>
Date: 星期四, 02 十一月 2023 17:13:18 +0800
Subject: [PATCH] Merge pull request #1053 from alibaba-damo-academy/dev_lzr_en
---
funasr/bin/build_trainer.py | 5 +++++
egs_modelscope/asr_vad_punc/speech_paraformer-large-vad-punc_asr_nat-en-16k-common-vocab10020/finetune.py | 35 +++++++++++++++++++++++++++++++++++
2 files changed, 40 insertions(+), 0 deletions(-)
diff --git a/egs_modelscope/asr_vad_punc/speech_paraformer-large-vad-punc_asr_nat-en-16k-common-vocab10020/finetune.py b/egs_modelscope/asr_vad_punc/speech_paraformer-large-vad-punc_asr_nat-en-16k-common-vocab10020/finetune.py
new file mode 100644
index 0000000..7ca1bff
--- /dev/null
+++ b/egs_modelscope/asr_vad_punc/speech_paraformer-large-vad-punc_asr_nat-en-16k-common-vocab10020/finetune.py
@@ -0,0 +1,35 @@
+import os
+from modelscope.metainfo import Trainers
+from modelscope.trainers import build_trainer
+from funasr.datasets.ms_dataset import MsDataset
+
+
+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=params.model_revision,
+ 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__':
+ from funasr.utils.modelscope_param import modelscope_args
+ params = modelscope_args(model="damo/speech_paraformer-large-vad-punc_asr_nat-en-16k-common-vocab10020")
+ 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 = "small" # 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 = 1000 # 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�
+ params.model_revision = "v1.0.1"
+ modelscope_finetune(params)
\ No newline at end of file
diff --git a/funasr/bin/build_trainer.py b/funasr/bin/build_trainer.py
index 52aa509..61af766 100644
--- a/funasr/bin/build_trainer.py
+++ b/funasr/bin/build_trainer.py
@@ -548,6 +548,7 @@
init_param = modelscope_dict['init_model']
cmvn_file = modelscope_dict['cmvn_file']
seg_dict_file = modelscope_dict['seg_dict']
+ bpemodel = modelscope_dict['bpemodel']
# overwrite parameters
with open(config) as f:
@@ -581,6 +582,10 @@
args.seg_dict_file = seg_dict_file
else:
args.seg_dict_file = None
+ if os.path.exists(bpemodel):
+ args.bpemodel = bpemodel
+ else:
+ args.bpemodel = None
args.data_dir = data_dir
args.train_set = train_set
args.dev_set = dev_set
--
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