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update requirements.txt & README.md
Browse files- README.md +75 -7
- requirements.txt +1 -5
README.md
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---
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title: Dinercall Intent Demo
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emoji:
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colorFrom:
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sdk:
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sdk_version:
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app_file: app.py
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pinned: false
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license: apache-2.0
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short_description:
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---
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---
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title: Dinercall Intent Demo
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emoji: 🏆
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colorFrom: red
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colorTo: gray
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sdk: gradio
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sdk_version: 5.23.3
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app_file: app.py
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pinned: false
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license: apache-2.0
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short_description: restaurant reservation intent detector
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---
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Absolutely! Here's a full **`README.md`** tailored for your Hugging Face **Streamlit Space**, which features:
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- Voice recording via mic
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- Transcription using `Jingmiao/whisper-small-zh_tw`
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- Reservation intent classification via ALBERT models
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---
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### 📄 `README.md`
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```markdown
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# 🍽️ 餐廳訂位意圖識別系統 (Mandarin Reservation Intent Classifier)
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🎙️ 本系統讓使用者可以透過**語音錄音**或**文字輸入**，自動判斷是否具有「訂位意圖」，是語音助理或自動客服前端的理想元件之一。
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---
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## 🔍 功能介紹
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- 🧠 **語音辨識**：使用 fine-tuned Whisper 模型 [`Jingmiao/whisper-small-zh_tw`](https://huggingface.co/Jingmiao/whisper-small-zh_tw) 將語音轉為繁體中文文字。
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- 🤖 **意圖分類**：使用微調的 ALBERT 中文模型判斷輸入是否包含訂位意圖。
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- 📱 **支援手機與桌機**：介面具備良好響應性，適用於各類瀏覽器與行動裝置。
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- 🔊 **瀏覽器錄音**：可直接錄音並即時進行語音辨識與意圖分類。
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---
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## 🚀 使用方式
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1. 點擊「▶️ 開始錄音」按鈕開始說話。
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2. 點擊「⏹️ 停止錄音」完成語音輸入。
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3. 系統會自動轉文字，並進行「是否為訂位」意圖判斷。
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4. 或者也可以直接手動輸入文字，再點擊送出按鈕。
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---
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## 🤗 使用模型
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### Whisper 語音辨識：
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- [`Jingmiao/whisper-small-zh_tw`](https://huggingface.co/Jingmiao/whisper-small-zh_tw)
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### 中文意圖分類模型：
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- [`Luigi/albert-tiny-chinese-dinercall-intent`](https://huggingface.co/Luigi/albert-tiny-chinese-dinercall-intent)
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- [`Luigi/albert-base-chinese-dinercall-intent`](https://huggingface.co/Luigi/albert-base-chinese-dinercall-intent)
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---
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## 📦 依賴環境
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```txt
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streamlit
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transformers>=4.30.0
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torch
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torchaudio
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```
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---
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## 🛠️ 開發者備註
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- 本應用為 Streamlit App，支援 Hugging Face Spaces 部署。
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- 使用 JavaScript 客製化錄音介面，透過 Web Audio API 進行錄音與 POST 回傳。
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- 若需延伸本系統至其他語言或多輪對話，歡迎 fork 本專案進行改造！
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---
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© 2024 by [Your Name or Team]. Made with ❤️ using Hugging Face + Streamlit.
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```
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---
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requirements.txt
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transformers>=4.30.0
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torch
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gradio
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safetensors
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huggingface_hub
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torchaudio
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gradio>=3.30.0
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streamlit
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transformers>=4.30.0
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torch
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torchaudio
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