From e451eb799a5bccd53dfd4b86cf66a4668b0088b7 Mon Sep 17 00:00:00 2001
From: shixian.shi <shixian.shi@alibaba-inc.com>
Date: 星期三, 06 三月 2024 15:31:47 +0800
Subject: [PATCH] infer for word punc model
---
funasr/download/download_from_hub.py | 67 ++++++++++++++++++++++-----------
1 files changed, 44 insertions(+), 23 deletions(-)
diff --git a/funasr/download/download_from_hub.py b/funasr/download/download_from_hub.py
index cde4b7d..4d5a534 100644
--- a/funasr/download/download_from_hub.py
+++ b/funasr/download/download_from_hub.py
@@ -1,15 +1,28 @@
import os
import json
-from omegaconf import OmegaConf
+from omegaconf import OmegaConf, DictConfig
-from funasr.download.name_maps_from_hub import name_maps_ms, name_maps_hf
+from funasr.download.name_maps_from_hub import name_maps_ms, name_maps_hf, name_maps_openai
def download_model(**kwargs):
- model_hub = kwargs.get("model_hub", "ms")
- if model_hub == "ms":
+ hub = kwargs.get("hub", "ms")
+ if hub == "ms":
kwargs = download_from_ms(**kwargs)
-
+ elif hub == "hf":
+ pass
+ elif hub == "openai":
+ model_or_path = kwargs.get("model")
+ if os.path.exists(model_or_path):
+ # local path
+ kwargs["model_path"] = model_or_path
+ kwargs["model"] = "WhisperWarp"
+ else:
+ # model name
+ if model_or_path in name_maps_openai:
+ model_or_path = name_maps_openai[model_or_path]
+ kwargs["model_path"] = model_or_path
+
return kwargs
def download_from_ms(**kwargs):
@@ -17,14 +30,29 @@
if model_or_path in name_maps_ms:
model_or_path = name_maps_ms[model_or_path]
model_revision = kwargs.get("model_revision")
- if not os.path.exists(model_or_path):
- model_or_path = get_or_download_model_dir(model_or_path, model_revision, is_training=kwargs.get("is_training"), check_latest=kwargs.get("kwargs", True))
- kwargs["model_path"] = model_or_path
+ if not os.path.exists(model_or_path) and "model_path" not in kwargs:
+ try:
+ model_or_path = get_or_download_model_dir(model_or_path, model_revision,
+ is_training=kwargs.get("is_training"),
+ check_latest=kwargs.get("check_latest", True))
+ except Exception as e:
+ print(f"Download: {model_or_path} failed!: {e}")
- config = os.path.join(model_or_path, "config.yaml")
- if os.path.exists(config) and os.path.exists(os.path.join(model_or_path, "model.pb")):
-
- config = OmegaConf.load(config)
+ kwargs["model_path"] = model_or_path if "model_path" not in kwargs else kwargs["model_path"]
+
+ if os.path.exists(os.path.join(model_or_path, "configuration.json")):
+ with open(os.path.join(model_or_path, "configuration.json"), 'r', encoding='utf-8') as f:
+ conf_json = json.load(f)
+
+ cfg = {}
+ if "file_path_metas" in conf_json:
+ add_file_root_path(model_or_path, conf_json["file_path_metas"], cfg)
+ cfg.update(kwargs)
+ config = OmegaConf.load(cfg["config"])
+ kwargs = OmegaConf.merge(config, cfg)
+ kwargs["model"] = config["model"]
+ elif os.path.exists(os.path.join(model_or_path, "config.yaml")) and os.path.exists(os.path.join(model_or_path, "model.pt")):
+ config = OmegaConf.load(os.path.join(model_or_path, "config.yaml"))
kwargs = OmegaConf.merge(config, kwargs)
init_param = os.path.join(model_or_path, "model.pb")
kwargs["init_param"] = init_param
@@ -41,16 +69,9 @@
kwargs["frontend_conf"]["cmvn_file"] = os.path.join(model_or_path, "am.mvn")
if os.path.exists(os.path.join(model_or_path, "jieba_usr_dict")):
kwargs["jieba_usr_dict"] = os.path.join(model_or_path, "jieba_usr_dict")
- elif os.path.exists(os.path.join(model_or_path, "configuration.json")):
- with open(os.path.join(model_or_path, "configuration.json"), 'r', encoding='utf-8') as f:
- conf_json = json.load(f)
- cfg = {}
- add_file_root_path(model_or_path, conf_json["file_path_metas"], cfg)
- cfg.update(kwargs)
- config = OmegaConf.load(cfg["config"])
- kwargs = OmegaConf.merge(config, cfg)
- kwargs["model"] = config["model"]
- return OmegaConf.to_container(kwargs, resolve=True)
+ if isinstance(kwargs, DictConfig):
+ kwargs = OmegaConf.to_container(kwargs, resolve=True)
+ return kwargs
def add_file_root_path(model_or_path: str, file_path_metas: dict, cfg = {}):
@@ -63,7 +84,7 @@
elif isinstance(v, dict):
if k not in cfg:
cfg[k] = {}
- return add_file_root_path(model_or_path, v, cfg[k])
+ add_file_root_path(model_or_path, v, cfg[k])
return cfg
--
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