From f01980d16985b3676795cabc0ec7305621d95d7b Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期二, 16 五月 2023 19:34:45 +0800
Subject: [PATCH] inference
---
funasr/bin/asr_infer.py | 3 ++-
funasr/bin/sa_asr_train.py | 50 ++++++++++++++++++++++++++++++++++++++++++++++++++
2 files changed, 52 insertions(+), 1 deletions(-)
diff --git a/funasr/bin/asr_infer.py b/funasr/bin/asr_infer.py
index f8736e9..f6c5504 100644
--- a/funasr/bin/asr_infer.py
+++ b/funasr/bin/asr_infer.py
@@ -1640,7 +1640,7 @@
assert check_argument_types()
# 1. Build ASR model
- from funasr.modules.beam_search.beam_search_sa_asr import BeamSearch
+ from funasr.tasks.sa_asr import ASRTask
scorers = {}
asr_model, asr_train_args = ASRTask.build_model_from_file(
asr_train_config, asr_model_file, cmvn_file, device
@@ -1682,6 +1682,7 @@
# 4. Build BeamSearch object
# transducer is not supported now
beam_search_transducer = None
+ from funasr.modules.beam_search.beam_search_sa_asr import BeamSearch
weights = dict(
decoder=1.0 - ctc_weight,
diff --git a/funasr/bin/sa_asr_train.py b/funasr/bin/sa_asr_train.py
new file mode 100755
index 0000000..67106cf
--- /dev/null
+++ b/funasr/bin/sa_asr_train.py
@@ -0,0 +1,50 @@
+# -*- encoding: utf-8 -*-
+#!/usr/bin/env python3
+# Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved.
+# MIT License (https://opensource.org/licenses/MIT)
+
+import os
+
+from funasr.tasks.sa_asr import ASRTask
+
+
+# for ASR Training
+def parse_args():
+ parser = ASRTask.get_parser()
+ parser.add_argument(
+ "--gpu_id",
+ type=int,
+ default=0,
+ help="local gpu id.",
+ )
+ args = parser.parse_args()
+ return args
+
+
+def main(args=None, cmd=None):
+ # for ASR Training
+ ASRTask.main(args=args, cmd=cmd)
+
+
+if __name__ == '__main__':
+ args = parse_args()
+
+ # setup local gpu_id
+ if args.ngpu > 0:
+ os.environ['CUDA_VISIBLE_DEVICES'] = str(args.gpu_id)
+
+ # DDP settings
+ if args.ngpu > 1:
+ args.distributed = True
+ else:
+ args.distributed = False
+ assert args.num_worker_count == 1
+
+ # re-compute batch size: when dataset type is small
+ if args.dataset_type == "small":
+ if args.batch_size is not None and args.ngpu > 0:
+ args.batch_size = args.batch_size * args.ngpu
+ if args.batch_bins is not None and args.ngpu > 0:
+ args.batch_bins = args.batch_bins * args.ngpu
+
+ main(args=args)
--
Gitblit v1.9.1