From 566242c94bbe596fa92c347d5a0cd63b44d54e35 Mon Sep 17 00:00:00 2001
From: jmwang66 <wangjiaming.wjm@alibaba-inc.com>
Date: 星期五, 03 二月 2023 11:03:56 +0800
Subject: [PATCH] Merge branch 'dev' of https://github.com/alibaba-damo-academy/FunASR into dev

---
 funasr/bin/asr_inference_paraformer_vad_punc.py |   20 +++++++++++++++-----
 1 files changed, 15 insertions(+), 5 deletions(-)

diff --git a/funasr/bin/asr_inference_paraformer_vad_punc.py b/funasr/bin/asr_inference_paraformer_vad_punc.py
index 85838aa..eec2aaa 100644
--- a/funasr/bin/asr_inference_paraformer_vad_punc.py
+++ b/funasr/bin/asr_inference_paraformer_vad_punc.py
@@ -3,6 +3,7 @@
 import logging
 import sys
 import time
+import json
 from pathlib import Path
 from typing import Optional
 from typing import Sequence
@@ -174,7 +175,7 @@
         self.converter = converter
         self.tokenizer = tokenizer
         is_use_lm = lm_weight != 0.0 and lm_file is not None
-        if ctc_weight == 0.0 and not is_use_lm:
+        if (ctc_weight == 0.0 or asr_model.ctc == None) and not is_use_lm:
             beam_search = None
         self.beam_search = beam_search
         logging.info(f"Beam_search: {self.beam_search}")
@@ -478,6 +479,7 @@
     punc_infer_config: Optional[str] = None,
     punc_model_file: Optional[str] = None,
     outputs_dict: Optional[bool] = True,
+    param_dict: dict = None,
     **kwargs,
 ):
     assert check_argument_types()
@@ -543,6 +545,7 @@
     def _forward(data_path_and_name_and_type,
                  raw_inputs: Union[np.ndarray, torch.Tensor] = None,
                  output_dir_v2: Optional[str] = None,
+                 param_dict: dict = None,
                  ):
         # 3. Build data-iterator
         if data_path_and_name_and_type is None and raw_inputs is not None:
@@ -635,9 +638,16 @@
                         text_postprocessed, time_stamp_postprocessed, word_lists = postprocessed_result[0], \
                                                                                    postprocessed_result[1], \
                                                                                    postprocessed_result[2]
-                        text_postprocessed_punc, punc_id_list = text2punc(word_lists, 20)
-                        text_postprocessed_punc_time_stamp = "predictions: {}  time_stamp: {}".format(
-                            text_postprocessed_punc, time_stamp_postprocessed)
+                        if len(word_lists) > 0: 
+                            text_postprocessed_punc, punc_id_list = text2punc(word_lists, 20)
+                            text_postprocessed_punc_time_stamp = json.dumps({"predictions": text_postprocessed_punc,
+                                                                             "time_stamp": time_stamp_postprocessed},
+                                                                            ensure_ascii=False)
+                        else:
+                            text_postprocessed_punc = ""
+                            punc_id_list = []
+                            text_postprocessed_punc_time_stamp = ""
+                            
                     else:
                         text_postprocessed = ""
                         time_stamp_postprocessed = ""
@@ -666,7 +676,7 @@
                                                                                          time_stamp_postprocessed))
         
         logging.info("decoding, feature length total: {}, forward_time total: {:.4f}, rtf avg: {:.4f}".
-                     format(length_total, forward_time_total, 100 * forward_time_total / (length_total * lfr_factor)))
+                     format(length_total, forward_time_total, 100 * forward_time_total / (length_total * lfr_factor+1e-6)))
         return asr_result_list
     return _forward
 

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