From 33dd6c6732a0f75695287cbcccb7a3a5f17f10ae Mon Sep 17 00:00:00 2001
From: YuanHui <31339626+alsesa@users.noreply.github.com>
Date: Tue, 23 Dec 2025 10:29:58 +0800
Subject: [PATCH] change transcribe to whisper-cpp

---
 courses.db          |  Bin 8163328 -> 9035776 bytes
 json/603.json       |   44 ++
 json/654.json       |  563 ++++++++++++++++++
 json/655.json       | 1328 +++++++++++++++++++++++++++++++++++++++++++
 json/656.json       |   32 ++
 json/657.json       | 1058 ++++++++++++++++++++++++++++++++++
 json/658.json       |   32 ++
 json/659.json       |   32 ++
 json/660.json       |   32 ++
 json/661.json       |  458 +++++++++++++++
 json/662.json       | 1058 ++++++++++++++++++++++++++++++++++
 json/663.json       |   32 ++
 json/664.json       |   32 ++
 json/665.json       |  842 +++++++++++++++++++++++++++
 json/666.json       |   32 ++
 json/667.json       |   32 ++
 json/668.json       |  503 ++++++++++++++++
 json/669.json       |   32 ++
 json/745.json       |   32 ++
 json/746.json       |  542 ++++++++++++++++++
 json/747.json       |  791 ++++++++++++++++++++++++++
 transcribe_media.py |   99 ++--
 22 files changed, 7561 insertions(+), 45 deletions(-)
 create mode 100644 json/603.json
 create mode 100644 json/654.json
 create mode 100644 json/655.json
 create mode 100644 json/656.json
 create mode 100644 json/657.json
 create mode 100644 json/658.json
 create mode 100644 json/659.json
 create mode 100644 json/660.json
 create mode 100644 json/661.json
 create mode 100644 json/662.json
 create mode 100644 json/663.json
 create mode 100644 json/664.json
 create mode 100644 json/665.json
 create mode 100644 json/666.json
 create mode 100644 json/667.json
 create mode 100644 json/668.json
 create mode 100644 json/669.json
 create mode 100644 json/745.json
 create mode 100644 json/746.json
 create mode 100644 json/747.json

diff --git a/courses.db b/courses.db
index b5d99f850050b58eb642ae67761065591f8e6f7f..f29b5c51405f30c6b6a2031aaa4e7960a3cabf27 100755
GIT binary patch
delta 407862
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diff --git a/json/668.json b/json/668.json
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+            "created_at": "2025-12-17T07:28:46.539Z",
+            "updated_at": "2025-12-17T07:28:46.539Z",
+            "attachment": null
+        },
+        {
+            "id": 14958,
+            "course_id": 747,
+            "content": "7d90b62c-1062-4e8a-af57-16c36bee207a.mp3",
+            "category": "audio",
+            "attachment_id": "7d90b62c-1062-4e8a-af57-16c36bee207a",
+            "order": 31,
+            "duration": 34580,
+            "created_at": "2025-12-17T07:28:46.539Z",
+            "updated_at": "2025-12-17T07:29:36.931Z",
+            "attachment": {
+                "id": 103205,
+                "attachment_id": "7d90b62c-1062-4e8a-af57-16c36bee207a",
+                "name": "7d90b62c-1062-4e8a-af57-16c36bee207a.mp3",
+                "thumb": "",
+                "raw": "7d90b62c-1062-4e8a-af57-16c36bee207a.mp3",
+                "size": 276717,
+                "duration": 34580,
+                "mime_type": "audio/mp3",
+                "location": "aliyun_oss",
+                "created_at": "2025-12-17T07:28:46.532Z",
+                "updated_at": "2025-12-17T07:29:36.926Z",
+                "url": "https://bandu-resources.songy.info/7000104757/7d90b62c-1062-4e8a-af57-16c36bee207a.mp3",
+                "raw_url": "https://bandu-resources.songy.info/7000104757/7d90b62c-1062-4e8a-af57-16c36bee207a.mp3",
+                "thumb_url": "https://bandu-resources.songy.info/7000104757/7d90b62c-1062-4e8a-af57-16c36bee207a.mp3"
+            }
+        },
+        {
+            "id": 14959,
+            "course_id": 747,
+            "content": "a0040b26-c9d4-42ef-a68e-81d092ba94d9.mp3",
+            "category": "audio",
+            "attachment_id": "a0040b26-c9d4-42ef-a68e-81d092ba94d9",
+            "order": 32,
+            "duration": 23520,
+            "created_at": "2025-12-17T07:28:46.539Z",
+            "updated_at": "2025-12-17T07:29:37.152Z",
+            "attachment": {
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+                "attachment_id": "a0040b26-c9d4-42ef-a68e-81d092ba94d9",
+                "name": "a0040b26-c9d4-42ef-a68e-81d092ba94d9.mp3",
+                "thumb": "",
+                "raw": "a0040b26-c9d4-42ef-a68e-81d092ba94d9.mp3",
+                "size": 188205,
+                "duration": 23520,
+                "mime_type": "audio/mp3",
+                "location": "aliyun_oss",
+                "created_at": "2025-12-17T07:28:46.534Z",
+                "updated_at": "2025-12-17T07:29:37.148Z",
+                "url": "https://bandu-resources.songy.info/7000104757/a0040b26-c9d4-42ef-a68e-81d092ba94d9.mp3",
+                "raw_url": "https://bandu-resources.songy.info/7000104757/a0040b26-c9d4-42ef-a68e-81d092ba94d9.mp3",
+                "thumb_url": "https://bandu-resources.songy.info/7000104757/a0040b26-c9d4-42ef-a68e-81d092ba94d9.mp3"
+            }
+        },
+        {
+            "id": 14960,
+            "course_id": 747,
+            "content": "66f750dd-9f97-4c96-9cd9-110485c101c5.mp3",
+            "category": "audio",
+            "attachment_id": "66f750dd-9f97-4c96-9cd9-110485c101c5",
+            "order": 33,
+            "duration": 39580,
+            "created_at": "2025-12-17T07:28:46.539Z",
+            "updated_at": "2025-12-17T07:29:37.382Z",
+            "attachment": {
+                "id": 103207,
+                "attachment_id": "66f750dd-9f97-4c96-9cd9-110485c101c5",
+                "name": "66f750dd-9f97-4c96-9cd9-110485c101c5.mp3",
+                "thumb": "",
+                "raw": "66f750dd-9f97-4c96-9cd9-110485c101c5.mp3",
+                "size": 316653,
+                "duration": 39580,
+                "mime_type": "audio/mp3",
+                "location": "aliyun_oss",
+                "created_at": "2025-12-17T07:28:46.537Z",
+                "updated_at": "2025-12-17T07:29:37.377Z",
+                "url": "https://bandu-resources.songy.info/7000104757/66f750dd-9f97-4c96-9cd9-110485c101c5.mp3",
+                "raw_url": "https://bandu-resources.songy.info/7000104757/66f750dd-9f97-4c96-9cd9-110485c101c5.mp3",
+                "thumb_url": "https://bandu-resources.songy.info/7000104757/66f750dd-9f97-4c96-9cd9-110485c101c5.mp3"
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/transcribe_media.py b/transcribe_media.py
index f632dff..d062c7f 100644
--- a/transcribe_media.py
+++ b/transcribe_media.py
@@ -1,8 +1,8 @@
 import os
 import argparse
+import uuid
+import subprocess
 
-from funasr import AutoModel
-from funasr.utils.postprocess_utils import rich_transcription_postprocess
 from moviepy.video.io.VideoFileClip import VideoFileClip
 from pydub import AudioSegment
 
@@ -11,8 +11,11 @@ from logging_config import setup_logging
 logger = setup_logging()
 
 
-def extract_or_convert_audio(file_path, output_audio_path="processed_audio.wav"):
+def extract_or_convert_audio(file_path, output_audio_path="processed_audio"):
     ext = os.path.splitext(file_path)[1].lower()
+    filename = os.path.basename(file_path)
+    random_uuid = str(uuid.uuid4())
+    output_audio_path = output_audio_path + "_" + random_uuid + ".wav"
 
     if ext in [".mp4", ".mov", ".avi", ".mkv"]:
         logger.info("🎬 Extracting audio from video...")
@@ -27,51 +30,57 @@ def extract_or_convert_audio(file_path, output_audio_path="processed_audio.wav")
         sound.export(output_audio_path, format="wav")
     else:
         raise ValueError(f"Unsupported file type: {ext}")
+    logger.info(f"Converted Audio saved to: {output_audio_path}")
 
     return output_audio_path
 
 
-def transcribe_audio_funasr(audio_path, device="cuda:0"):
-    logger.info("🧠 Loading FunASR model...")
-    model = AutoModel(
-        model="iic/SenseVoiceSmall",
-        trust_remote_code=True,
-        remote_code="./SenseVoice/model.py",  # Make sure this file is accessible
-        vad_model="fsmn-vad",
-        vad_kwargs={"max_single_segment_time": 30000},
-        device=device,
-        disable_update=True
-    )
+def transcribe_audio_whisper(audio_path, model_path="~/Documents/ggml-large-v3-turbo-q8_0.bin", language="zh"):
+    logger.info("🎙️ Transcribing with Whisper-cpp...")
 
-    logger.info("📤 Transcribing with FunASR...")
-    res = model.generate(
-        input=audio_path,
-        cache={},
-        language="auto",
-        use_itn=True,
-        batch_size_s=60,
-        merge_vad=True,
-        merge_length_s=15,
-    )
+    # Expand the ~ in the model path
+    model_path = os.path.expanduser(model_path)
 
-    text = rich_transcription_postprocess(res[0]["text"])
-    return split_into_sentences(text)
+    # Run whisper-cli command
+    cmd = [
+        "whisper-cli",
+        "-nt",
+        "--language", language,
+        "--model", model_path,
+        "--file", audio_path
+    ]
+
+    try:
+        result = subprocess.run(
+            cmd,
+            capture_output=True,
+            text=True,
+            check=True
+        )
+
+        # Get the transcription text from stdout
+        text = result.stdout.strip()
+
+        # Remove any potential metadata or timing information if present
+        # Whisper output typically contains the actual transcription
+        if text:
+            return split_into_sentences(text)
+        else:
+            logger.warning("⚠️ No transcription output received")
+            return ""
+
+    except subprocess.CalledProcessError as e:
+        logger.error(f"❌ Whisper-cpp transcription failed: {e}")
+        logger.error(f"Error output: {e.stderr}")
+        raise
+    except FileNotFoundError:
+        logger.error("❌ whisper-cli not found. Make sure whisper-cpp is installed and in your PATH.")
+        raise
 
 
-# 加载模型并作为全局变量
-default_model = AutoModel(model="iic/SenseVoiceSmall", trust_remote_code=True, device="cuda:0", disable_update=True)
-
-def transcribe_audio_funasr_batch(audio_path):
-    res = default_model.generate(
-        input=audio_path,
-        cache={},
-        language="auto",
-        use_itn=True,
-        batch_size=64,
-    )
-
-    text = rich_transcription_postprocess(res[0]["text"])
-    return split_into_sentences(text)
+def transcribe_audio_whisper_batch(audio_path, model_path="~/Documents/ggml-small-q8_0.bin", language="zh"):
+    # Batch mode uses the same function as whisper-cpp doesn't have separate batch processing
+    return transcribe_audio_whisper(audio_path, model_path, language)
 
 
 # 新增：用于句子分割的符号列表
@@ -137,9 +146,9 @@ def convert_media(file_path, is_batch=False, save_to_disk=True):
             return None
 
         if is_batch:
-            transcript = transcribe_audio_funasr_batch(audio_file)
+            transcript = transcribe_audio_whisper_batch(audio_file)
         else:
-            transcript = transcribe_audio_funasr(audio_file)
+            transcript = transcribe_audio_whisper(audio_file)
 
         logger.info("\n📜 Transcript:")
         logger.info(transcript)
@@ -152,8 +161,8 @@ def convert_media(file_path, is_batch=False, save_to_disk=True):
             logger.info(f"✅ Transcript saved to: {output_path}")
         return transcript
     finally:
-        if os.path.exists("processed_audio.wav"):
-            os.remove("processed_audio.wav")
+        if os.path.exists(audio_file):
+            os.remove(audio_file)
 
 
 def process_input(path, recursive=False):
@@ -186,7 +195,7 @@ def process_input(path, recursive=False):
 
 
 def main():
-    parser = argparse.ArgumentParser(description="Convert audio/video to text using FunASR.")
+    parser = argparse.ArgumentParser(description="Convert audio/video to text using Whisper-cpp.")
     parser.add_argument("input_path", nargs='?', default="./media", help="Path to a file or folder containing media files. Defaults to './media'.")
     parser.add_argument("--recursive", "-r", action="store_true", help="Process subdirectories recursively.")
     args = parser.parse_args()