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+# Whisper-Speech-to-Text-API 🎙️➡️📜
+
+欢迎来到 **[Whisper-Speech-to-Text-API](https://github.com/Evil0ctal/Whisper-Speech-to-Text-API)** 项目！本项目为开发者们提供了一个快速、可靠的 API，通过调用 [OpenAI Whisper](https://github.com/openai/whisper) 模型，将多种格式的视频或音频文件高效转换为文本，适合语音识别、字幕生成和文本分析需求。
+
+## 项目地址 📂
+
+* **GitHub 地址**： [Whisper-Speech-to-Text-API](https://github.com/Evil0ctal/Whisper-Speech-to-Text-API)
+
+## 🌟 特性
+
+* **高性能 API 接口**：基于 FastAPI 实现异步操作，支持后台处理任务并将其存储在 SQLite 数据库中，实现任务可控管理。
+* **多格式支持**：支持音频文件、视频文件 (如 MP4) 等多种格式，转换基于 `ffmpeg`，确保高兼容性。
+* **CUDA 加速**：为有 GPU 的用户提供 CUDA 加速处理，显著提高转录速度。
+* **模型优化**：精细调优后的 Whisper 模型，更高的识别精度，适用于多语言音频识别。（敬请期待🔜）
+* **文本分析**：支持文本内容的进一步处理，如摘要生成、内容分析等，满足二次开发需求。
+
+## 🚀 快速部署
+
+1. **Python 环境**：确保 Python 版本 >= 3.8，本项目广泛使用 `asyncio` 库进行异步处理。
+2. **安装 FFmpeg**：根据你的系统来执行以下命令来安装 FFmpeg。
+   ```
+   # Ubuntu or Debian System
+   sudo apt update && sudo apt install ffmpeg
+   ​
+   # Arch Linux System
+   sudo pacman -S ffmpeg
+   ​
+   # MacOS System -> Homebrew
+   brew install ffmpeg
+   ​
+   # Windows System -> Chocolatey(Method one)
+   choco install ffmpeg
+   ​
+   # Windows System -> Scoop(Method two)
+   scoop install ffmpeg
+   ```
+3. **安装 CUDA**：如需 GPU 加速，请下载并安装 [CUDA](https://developer.nvidia.com/cuda-12-4-0-download-archive)，仅使用 CPU 的用户可跳过。
+4. **安装支持CUDA的PyTorch**: `python3 -m pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118`
+5. **安装项目依赖**: `pip install -r requirements.txt`
+
+## ⚗️ 技术栈
+
+* **[Whisper](https://github.com/openai/whisper)** - 语音识别模型
+* **[ffmpeg](https://ffmpeg.org/)** - 音视频格式转换
+* **[torch](https://pytorch.org/)** - 深度学习框架
+* **[FastAPI](https://github.com/fastapi/fastapi)** - 高性能 API 框架
+* **[aiofile](https://github.com/Tinche/aiofiles)** - 异步文件操作
+* **[aiosqlite](https://github.com/omnilib/aiosqlite)** - 异步数据库操作
+* **[moviepy](https://github.com/Zulko/moviepy)** - 视频编辑
+* **[pydub](https://github.com/jiaaro/pydub)** - 音频编辑
+
+## 💡 项目结构
+
+```
+./📂 Whisper-Speech-to-Text-API/
+├── 📂 app/                        # 主应用目录
+│   ├── 📂 api/                    # API 路由
+│   │   ├── 📄 health_check.py     # 健康检查接口
+│   │   └── 📄 transcribe.py       # 转录功能接口
+│   ├── 📂 database/               # 数据库模块
+│   │   ├── 📄 database.py         # 数据库连接与初始化
+│   │   └── 📄 models.py           # 数据库模型定义
+│   ├── 📂 models/                 # 数据模型
+│   │   └── 📄 APIResponseModel.py # API 响应模型
+│   ├── 📂 services/               # 服务层逻辑
+│   │   ├── 📄 whisper_service.py  # Whisper 模型处理逻辑
+│   │   └── 📄 whisper_service_instance.py # Whisper 服务单例
+│   ├── 📂 utils/                  # 实用工具
+│   │   ├── 📄 file_utils.py       # 文件处理工具
+│   │   └── 📄 logging_utils.py    # 日志处理工具
+│   └── 📄 main.py                 # 应用启动入口
+├── 📂 config/                     # 配置文件
+│   └── 📄 settings.py             # 应用设置
+├── 📂 scripts/                    # 脚本文件
+│   ├── 📄 run_server.sh           # 服务器启动脚本
+│   └── 📄 setup.sh                # 环境初始化脚本
+├── 📁 log_files/                  # 📒 默认日志文件夹
+├── 📁 temp_files/                 # 📂 默认临时文件夹
+├── 📄 requirements.txt            # 依赖库列表
+├── 📄 start.py                    # 启动脚本
+└── 📄 tasks.db                    # 📊 默认数据库文件
+```
+
+## 🛠️ 使用指南
+
+- 切换到项目目录，使用下面的命令启动API服务：
+- `python3 start.py`
+- 随后你可以访问`http://localhost`来查看接口文档，并且在网页上测试。
+
+### API 使用示例
+
+- 添加一个识别任务
+
+```curl
+​curl -X 'POST' \
+  'http://127.0.0.1/transcribe/task/create' \
+  -H 'accept: application/json' \
+  -H 'Content-Type: multipart/form-data' \
+  -F 'verbose=false' \
+  -F 'priority=normal' \
+  -F 'logprob_threshold=-1' \
+  -F 'prepend_punctuations="'\''“¿([{-' \
+  -F 'no_speech_threshold=0.6' \
+  -F 'clip_timestamps=0' \
+  -F 'word_timestamps=false' \
+  -F 'temperature=0.2' \
+  -F 'hallucination_silence_threshold=0' \
+  -F 'condition_on_previous_text=true' \
+  -F 'file=@Example.mp4;type=video/mp4' \
+  -F 'compression_ratio_threshold=2.4' \
+  -F 'append_punctuations="'\''.。,，!！?？:：”)]}、' \
+  -F 'initial_prompt='
+```
+
+- 响应
+
+```json
+{
+  "code": 200,
+  "router": "http://127.0.0.1/transcribe/task/create",
+  "params": {},
+  "data": {
+    "id": 1,
+    "created_at": "2024-10-27T06:40:55.413738",
+    "updated_at": null,
+    "status": "queued",
+    "file_path": "C:\\Users\\Evil0ctal\\PycharmProjects\\Whisper-Speech-to-Text-API\\temp_files\\02fe0aa4265e43ed91532107b9f6303b.mp4",
+    "file_name": "Example.mp4",
+    "file_size_bytes": 5273783,
+    "duration": 39.612,
+    "decode_options": {
+      "temperature": [
+        0.2
+      ],
+      "verbose": false,
+      "compression_ratio_threshold": 2.4,
+      "logprob_threshold": -1,
+      "no_speech_threshold": 0.6,
+      "condition_on_previous_text": true,
+      "initial_prompt": "",
+      "word_timestamps": false,
+      "prepend_punctuations": "\"'“¿([{-",
+      "append_punctuations": "\"'.。,，!！?？:：”)]}、",
+      "clip_timestamps": [
+        0
+      ],
+      "hallucination_silence_threshold": 0
+    },
+    "result": null,
+    "error_message": null,
+    "attempts": 0,
+    "priority": "normal",
+    "output_url": null,
+    "language": null,
+    "progress": 0
+  }
+}
+```
+
+- 查看任务结果
+
+```curl
+curl -X 'GET' \
+  'http://127.0.0.1/transcribe/tasks/result?task_id=1' \
+  -H 'accept: application/json'
+```
+
+- 响应
+
+```json
+{
+  "id": 1,
+  "created_at": "2024-10-27T06:40:55.413738",
+  "updated_at": "2024-10-27T06:45:38.557478",
+  "status": "completed",
+  "file_path": "C:\\Users\\Evil0ctal\\PycharmProjects\\Whisper-Speech-to-Text-API\\temp_files\\02fe0aa4265e43ed91532107b9f6303b.mp4",
+  "file_name": "Example.mp4",
+  "file_size_bytes": 5273783,
+  "duration": 39.612,
+  "decode_options": {
+    "temperature": [
+      0.2
+    ],
+    "verbose": false,
+    "compression_ratio_threshold": 2.4,
+    "logprob_threshold": -1,
+    "no_speech_threshold": 0.6,
+    "condition_on_previous_text": true,
+    "initial_prompt": "",
+    "word_timestamps": false,
+    "prepend_punctuations": "\"'“¿([{-",
+    "append_punctuations": "\"'.。,，!！?？:：”)]}、",
+    "clip_timestamps": [
+      0
+    ],
+    "hallucination_silence_threshold": 0
+  },
+  "result": {
+    "text": "我们并没有在一起只是聊了很久的天我知道我们并没有感情每天我们就是问问在干嘛我们就是早安晚安拿大游戏发发呆没话讲就发表情报号下去因为相较于情感的挥霍爱的执照总是要显得繁琐些要好像从来都不好气我是怎么样的人我半夜不睡觉的时候在干嘛摩卡就牵是什么意思我的社交圈我的朋友我的爱好你好像通通不在乎我只是你刚好寂寞的时候我撞了上去刚好我心里还挺知道我们有点两万个的话题当然我稍微能入你的眼刚好而已我们都在场口是心非却又希望对方有所察觉但很多时候沉默都比解释热和悲伤来得更容易",
+    "segments": [
+      {
+        "id": 0,
+        "seek": 0,
+        "start": 0,
+        "end": 1.28,
+        "text": "我们并没有在一起",
+        "tokens": [
+          50365,
+          15003,
+          3509,
+          114,
+          17944,
+          3581,
+          29567,
+          50429
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 1,
+        "seek": 0,
+        "start": 1.28,
+        "end": 2.64,
+        "text": "只是聊了很久的天",
+        "tokens": [
+          50429,
+          36859,
+          40096,
+          2289,
+          4563,
+          25320,
+          1546,
+          6135,
+          50497
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 2,
+        "seek": 0,
+        "start": 2.64,
+        "end": 4.2,
+        "text": "我知道我们并没有感情",
+        "tokens": [
+          50497,
+          33838,
+          15003,
+          3509,
+          114,
+          17944,
+          9709,
+          10570,
+          50575
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 3,
+        "seek": 0,
+        "start": 4.2,
+        "end": 5.84,
+        "text": "每天我们就是问问在干嘛",
+        "tokens": [
+          50575,
+          23664,
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+          5620,
+          22064,
+          22064,
+          3581,
+          26111,
+          20722,
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+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 4,
+        "seek": 0,
+        "start": 5.84,
+        "end": 7.2,
+        "text": "我们就是早安晚安",
+        "tokens": [
+          50657,
+          15003,
+          5620,
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+          27080,
+          16206,
+          50725
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 5,
+        "seek": 0,
+        "start": 7.2,
+        "end": 8.52,
+        "text": "拿大游戏发发呆",
+        "tokens": [
+          50725,
+          24351,
+          3582,
+          9592,
+          116,
+          1486,
+          237,
+          28926,
+          28926,
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+          228,
+          50791
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 6,
+        "seek": 0,
+        "start": 8.52,
+        "end": 10.56,
+        "text": "没话讲就发表情报号下去",
+        "tokens": [
+          50791,
+          10062,
+          21596,
+          39255,
+          3111,
+          28926,
+          17571,
+          10570,
+          49817,
+          26987,
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+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 7,
+        "seek": 0,
+        "start": 10.56,
+        "end": 12.44,
+        "text": "因为相较于情感的挥霍",
+        "tokens": [
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+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 8,
+        "seek": 0,
+        "start": 12.44,
+        "end": 14.76,
+        "text": "爱的执照总是要显得繁琐些",
+        "tokens": [
+          50987,
+          27324,
+          1546,
+          3416,
+          100,
+          32150,
+          33440,
+          1541,
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+          122,
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+        "temperature": 0.2,
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+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 9,
+        "seek": 0,
+        "start": 14.76,
+        "end": 15.92,
+        "text": "要好像从来都不好气",
+        "tokens": [
+          51103,
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+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 10,
+        "seek": 0,
+        "start": 15.92,
+        "end": 16.96,
+        "text": "我是怎么样的人",
+        "tokens": [
+          51161,
+          15914,
+          48200,
+          29979,
+          51213
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 11,
+        "seek": 0,
+        "start": 16.96,
+        "end": 18.96,
+        "text": "我半夜不睡觉的时候在干嘛",
+        "tokens": [
+          51213,
+          1654,
+          30018,
+          30124,
+          1960,
+          40490,
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+          51313
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+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 12,
+        "seek": 0,
+        "start": 18.96,
+        "end": 20.400000000000002,
+        "text": "摩卡就牵是什么意思",
+        "tokens": [
+          51313,
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+          6935,
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+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 13,
+        "seek": 0,
+        "start": 20.400000000000002,
+        "end": 21.44,
+        "text": "我的社交圈",
+        "tokens": [
+          51385,
+          14200,
+          27658,
+          28455,
+          2523,
+          230,
+          51437
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 14,
+        "seek": 0,
+        "start": 21.44,
+        "end": 22.32,
+        "text": "我的朋友",
+        "tokens": [
+          51437,
+          14200,
+          19828,
+          51481
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 15,
+        "seek": 0,
+        "start": 22.32,
+        "end": 23,
+        "text": "我的爱好",
+        "tokens": [
+          51481,
+          14200,
+          27324,
+          2131,
+          51515
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 16,
+        "seek": 0,
+        "start": 23,
+        "end": 24.52,
+        "text": "你好像通通不在乎我",
+        "tokens": [
+          51515,
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+          1960,
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+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 17,
+        "seek": 0,
+        "start": 24.52,
+        "end": 25.84,
+        "text": "只是你刚好寂寞的时候",
+        "tokens": [
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+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 18,
+        "seek": 0,
+        "start": 25.84,
+        "end": 26.96,
+        "text": "我撞了上去",
+        "tokens": [
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+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 19,
+        "seek": 0,
+        "start": 26.96,
+        "end": 28.240000000000002,
+        "text": "刚好我心里还挺",
+        "tokens": [
+          51713,
+          49160,
+          2131,
+          1654,
+          7945,
+          15759,
+          14852,
+          41046,
+          51777
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.21540247599283854,
+        "compression_ratio": 1.4733727810650887,
+        "no_speech_prob": 3.287499161785945e-10
+      },
+      {
+        "id": 20,
+        "seek": 2824,
+        "start": 28.24,
+        "end": 30.36,
+        "text": "知道我们有点两万个的话题",
+        "tokens": [
+          50365,
+          7758,
+          15003,
+          2412,
+          12579,
+          36257,
+          23570,
+          7549,
+          44575,
+          30716,
+          50471
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.2133265408602628,
+        "compression_ratio": 1.1271676300578035,
+        "no_speech_prob": 0.005595638416707516
+      },
+      {
+        "id": 21,
+        "seek": 2824,
+        "start": 30.36,
+        "end": 31.919999999999998,
+        "text": "当然我稍微能入你的眼",
+        "tokens": [
+          50471,
+          40486,
+          1654,
+          10415,
+          235,
+          39152,
+          8225,
+          14028,
+          18961,
+          25281,
+          50549
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.2133265408602628,
+        "compression_ratio": 1.1271676300578035,
+        "no_speech_prob": 0.005595638416707516
+      },
+      {
+        "id": 22,
+        "seek": 2824,
+        "start": 31.919999999999998,
+        "end": 32.839999999999996,
+        "text": "刚好而已",
+        "tokens": [
+          50549,
+          49160,
+          2131,
+          48420,
+          50595
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.2133265408602628,
+        "compression_ratio": 1.1271676300578035,
+        "no_speech_prob": 0.005595638416707516
+      },
+      {
+        "id": 23,
+        "seek": 2824,
+        "start": 32.839999999999996,
+        "end": 34.44,
+        "text": "我们都在场口是心非",
+        "tokens": [
+          50595,
+          15003,
+          7182,
+          3581,
+          50255,
+          18144,
+          1541,
+          7945,
+          12107,
+          50675
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.2133265408602628,
+        "compression_ratio": 1.1271676300578035,
+        "no_speech_prob": 0.005595638416707516
+      },
+      {
+        "id": 24,
+        "seek": 2824,
+        "start": 34.44,
+        "end": 36.239999999999995,
+        "text": "却又希望对方有所察觉",
+        "tokens": [
+          50675,
+          5322,
+          112,
+          17047,
+          29955,
+          8713,
+          9249,
+          2412,
+          5966,
+          47550,
+          24447,
+          50765
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.2133265408602628,
+        "compression_ratio": 1.1271676300578035,
+        "no_speech_prob": 0.005595638416707516
+      },
+      {
+        "id": 25,
+        "seek": 2824,
+        "start": 36.239999999999995,
+        "end": 37.08,
+        "text": "但很多时候",
+        "tokens": [
+          50765,
+          8395,
+          20778,
+          29111,
+          50807
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.2133265408602628,
+        "compression_ratio": 1.1271676300578035,
+        "no_speech_prob": 0.005595638416707516
+      },
+      {
+        "id": 26,
+        "seek": 2824,
+        "start": 37.08,
+        "end": 39.599999999999994,
+        "text": "沉默都比解释热和悲伤来得更容易",
+        "tokens": [
+          50807,
+          3308,
+          231,
+          6173,
+          246,
+          7182,
+          11706,
+          17278,
+          5873,
+          232,
+          23661,
+          255,
+          12565,
+          14696,
+          110,
+          7384,
+          97,
+          6912,
+          5916,
+          19002,
+          49212,
+          50933
+        ],
+        "temperature": 0.2,
+        "avg_logprob": -0.2133265408602628,
+        "compression_ratio": 1.1271676300578035,
+        "no_speech_prob": 0.005595638416707516
+      }
+    ],
+    "language": "zh"
+  },
+  "error_message": null,
+  "attempts": 0,
+  "priority": "normal",
+  "output_url": null,
+  "language": null,
+  "progress": 0
+}
+```
+
+**在请求体中包含音频或视频文件，API 将返回转录的文本结果。**
+
+### 文本分析与扩展功能
+
+**转录完成的文本可以直接用于进一步处理，如内容摘要、语义分析等，适合二次分析或文本挖掘需求。**
+
+## 贡献指南
+
+**非常欢迎大家提出意见和建议！可以通过 GitHub issue 与我们联系，如果希望贡献代码，请 fork 项目并提交 pull request。我们期待你的加入！💪**
diff --git a/README.md b/README.md
index 573d8c8..80a9127 100644
--- a/README.md
+++ b/README.md
@@ -13,6 +13,8 @@
 * **CUDA 加速**：为有 GPU 的用户提供 CUDA 加速处理，显著提高转录速度。
 * **模型优化**：精细调优后的 Whisper 模型，更高的识别精度，适用于多语言音频识别。（敬请期待🔜）
 * **文本分析**：支持文本内容的进一步处理，如摘要生成、内容分析等，满足二次开发需求。
+* **自动检测语言**: Whisper模型支持自动语言检测，将使用媒体文件的前30秒来自动设置目标语言。
+
 
 ## 🚀 快速部署