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Update app.py
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app.py
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import os
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import gradio as gr
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import requests
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ASR_URL = "https://api.siliconflow.cn/v1/audio/transcriptions"
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CHAT_URL = "https://api.siliconflow.cn/v1/chat/completions"
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ASR_MODEL = "FunAudioLLM/SenseVoiceSmall"
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MT_MODEL = "tencent/Hunyuan-MT-7B"
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with open(audio_path, "rb") as f:
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files = {"file":
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data = {"model": ASR_MODEL}
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headers = {"Authorization": "Bearer
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def
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payload = {
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"model": MT_MODEL,
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"messages": [
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{
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"content": f"You are a professional translator. Translate the user text from {src} to {tgt}. "
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f"Output ONLY the translated text, no explanations, no quotes, no pinyin.",
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},
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{"role": "user", "content": text},
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],
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"temperature": 0.3,
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"max_tokens": 512
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}
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import gradio as gr
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import os
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import tempfile
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import requests
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import json
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import time
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import numpy as np
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import re
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from pathlib import Path
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# ========== 配置 ==========
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API_KEY = os.environ.get("SILICONFLOW_API_KEY")
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if not API_KEY:
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raise ValueError("请在 Space 的 Settings -> Secrets 中设置 SILICONFLOW_API_KEY")
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ASR_URL = "https://api.siliconflow.cn/v1/audio/transcriptions"
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CHAT_URL = "https://api.siliconflow.cn/v1/chat/completions"
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ASR_MODEL = "FunAudioLLM/SenseVoiceSmall"
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MT_MODEL = "tencent/Hunyuan-MT-7B"
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# VAD 参数
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SILENCE_THRESHOLD = 0.015
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SILENCE_DURATION = 0.8
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MIN_SPEECH_DURATION = 0.3
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# ========== 全局状态 ==========
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class AppState:
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def __init__(self):
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self.mode = "en-zh"
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self.history = []
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self.is_speaking = False
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self.audio_buffer = []
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self.silence_start = None
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self.speech_start = None
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self.last_audio_time = 0
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state = AppState()
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# ========== API 调用 ==========
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def transcribe_audio(audio_path):
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with open(audio_path, "rb") as f:
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files = {"file": f}
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data = {"model": ASR_MODEL}
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headers = {"Authorization": f"Bearer {API_KEY}"}
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try:
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resp = requests.post(ASR_URL, files=files, data=data, headers=headers, timeout=30)
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resp.raise_for_status()
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result = resp.json()
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text = result.get("text", "").strip()
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text = re.sub(r"<\|[^|]*\|>", "", text).strip()
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return text if text else None
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except Exception as e:
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print(f"ASR 错误: {e}")
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return None
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def translate_text(text, src_lang, tgt_lang):
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system_prompt = f"Translate from {src_lang} to {tgt_lang}. Output ONLY translation, no extra text."
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payload = {
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"model": MT_MODEL,
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"messages": [
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": text}
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],
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"temperature": 0.3,
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"max_tokens": 512
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}
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headers = {"Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json"}
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try:
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resp = requests.post(CHAT_URL, json=payload, headers=headers, timeout=30)
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resp.raise_for_status()
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return resp.json()["choices"][0]["message"]["content"].strip()
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except Exception as e:
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print(f"翻译错误: {e}")
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return None
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# ========== 音频处理 ==========
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def process_audio_chunk(audio_data, sr):
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"""处理音频块,返回 (是否触发翻译, 原文, 译文)"""
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if len(audio_data.shape) > 1:
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audio_data = audio_data.mean(axis=1)
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rms = np.sqrt(np.mean(audio_data**2))
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is_speaking = rms > SILENCE_THRESHOLD
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now = time.time()
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if is_speaking:
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if not state.is_speaking:
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state.is_speaking = True
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state.speech_start = now
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state.audio_buffer = [audio_data]
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state.silence_start = None
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else:
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state.audio_buffer.append(audio_data)
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state.silence_start = None
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state.last_audio_time = now
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return None, None, None
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else:
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if state.is_speaking:
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if state.silence_start is None:
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state.silence_start = now
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elif now - state.silence_start > SILENCE_DURATION:
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duration = now - state.speech_start
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if duration >= MIN_SPEECH_DURATION and len(state.audio_buffer) > 0:
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full_audio = np.concatenate(state.audio_buffer)
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with tempfile.NamedTemporaryFile(delete=False, suffix=".wav") as tmp:
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tmp_path = tmp.name
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import soundfile as sf
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sf.write(tmp_path, full_audio, sr)
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src_text = transcribe_audio(tmp_path)
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os.unlink(tmp_path)
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if src_text:
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if state.mode == "en-zh":
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src_lang, tgt_lang = "English", "Chinese"
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else:
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src_lang, tgt_lang = "Chinese", "English"
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translated = translate_text(src_text, src_lang, tgt_lang)
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if translated:
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state.history.append((src_text, translated))
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state.is_speaking = False
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state.audio_buffer = []
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state.silence_start = None
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return True, src_text, translated
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state.is_speaking = False
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state.audio_buffer = []
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state.silence_start = None
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return None, None, None
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# ========== Gradio 回调 ==========
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def on_audio_change(audio):
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if audio is None:
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return gr.update(), gr.update(), gr.update(), gr.update()
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sr, audio_data = audio
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if audio_data.dtype != np.float32:
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audio_data = audio_data.astype(np.float32) / 32768.0
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triggered, src, tgt = process_audio_chunk(audio_data, sr)
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# 构建历史记录 HTML
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history_html = ""
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if state.history:
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for s, t in reversed(state.history):
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tag_src = "EN" if state.mode == "en-zh" else "中"
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tag_tgt = "中" if state.mode == "en-zh" else "EN"
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history_html += f"""
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<div style='background:#1C1915;border-left:3px solid #FFB000;border-radius:4px 10px 10px 4px;padding:12px 14px;margin-bottom:10px;'>
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<div style='font-family:monospace;font-size:14px;color:#9A9488;margin-bottom:4px;'>
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<span style='color:#8A6112;margin-right:6px;'>{tag_src}</span>{s}
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</div>
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<div style='font-size:16px;font-weight:600;color:#5FA8AC;'>
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<span style='font-family:monospace;font-weight:400;font-size:12px;color:#2E5254;margin-right:6px;'>{tag_tgt}</span>{t}
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</div>
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</div>
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"""
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else:
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history_html = "<div style='color:#9A9488;text-align:center;padding:30px;'>还没有记录,开口试试看</div>"
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status = "🔴 正在说话..." if state.is_speaking else "⚪ 待命"
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if triggered and src and tgt:
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return gr.update(value=f"✅ {src} → {tgt}"), gr.update(value=history_html), gr.update(value=status), gr.update()
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else:
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return gr.update(), gr.update(value=history_html), gr.update(value=status), gr.update()
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def change_mode(mode):
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state.mode = mode
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state.history = [] # 切换模式时清空历史
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return gr.update(value="")
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def get_history():
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history_html = ""
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if state.history:
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for s, t in reversed(state.history):
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tag_src = "EN" if state.mode == "en-zh" else "中"
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tag_tgt = "中" if state.mode == "en-zh" else "EN"
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history_html += f"""
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<div style='background:#1C1915;border-left:3px solid #FFB000;border-radius:4px 10px 10px 4px;padding:12px 14px;margin-bottom:10px;'>
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<div style='font-family:monospace;font-size:14px;color:#9A9488;margin-bottom:4px;'>
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<span style='color:#8A6112;margin-right:6px;'>{tag_src}</span>{s}
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</div>
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<div style='font-size:16px;font-weight:600;color:#5FA8AC;'>
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<span style='font-family:monospace;font-weight:400;font-size:12px;color:#2E5254;margin-right:6px;'>{tag_tgt}</span>{t}
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</div>
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</div>
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"""
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else:
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history_html = "<div style='color:#9A9488;text-align:center;padding:30px;'>还没有记录,开口试试看</div>"
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return gr.update(value=history_html)
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# ========== 构建界面 ==========
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css = """
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.gradio-container { max-width: 640px; margin: 0 auto; }
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.header { font-family: 'Manrope', sans-serif; text-align: center; margin-bottom: 20px; }
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.header h1 { font-size: 32px; font-weight: 800; letter-spacing: -0.01em; margin: 0; }
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.header .sub { color: #9A9488; font-size: 14px; }
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.history-box { background: #14120F; border: 1px solid #33302A; border-radius: 14px; padding: 16px; min-height: 150px; max-height: 350px; overflow-y: auto; }
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"""
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with gr.Blocks(css=css, title="传声筒 · 实时语音传译") as demo:
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gr.HTML("""
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<div class="header">
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<div style="font-family:'IBM Plex Mono',monospace;font-size:11px;letter-spacing:0.18em;color:#8A6112;text-transform:uppercase;">REAL-TIME VOICE RELAY · 硅基流动版</div>
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<h1>传声筒</h1>
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<div class="sub">开口即译 — 说一句,出一句</div>
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</div>
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""")
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with gr.Row():
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mode_radio = gr.Radio(
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choices=[("🇬🇧 英语 → 中文 🇨🇳", "en-zh"), ("🇨🇳 中文 → 英语 🇬🇧", "zh-en")],
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+
value="en-zh",
|
| 217 |
+
label="翻译方向",
|
| 218 |
+
interactive=True
|
| 219 |
+
)
|
| 220 |
|
| 221 |
+
with gr.Row():
|
| 222 |
+
status_display = gr.Textbox(value="⚪ 待命", label="状态", interactive=False)
|
| 223 |
+
|
| 224 |
+
with gr.Row():
|
| 225 |
+
audio_input = gr.Audio(
|
| 226 |
+
sources=["microphone"],
|
| 227 |
+
type="numpy",
|
| 228 |
+
label="🎙️ 点击麦克风开始说话",
|
| 229 |
+
streaming=True
|
| 230 |
+
)
|
| 231 |
+
|
| 232 |
+
result_display = gr.Textbox(label="实时识别结果", interactive=False)
|
| 233 |
+
|
| 234 |
+
with gr.Column():
|
| 235 |
+
gr.Markdown("### 📜 传译记录")
|
| 236 |
+
history_display = gr.HTML(value="<div style='color:#9A9488;text-align:center;padding:30px;'>还没有记录,开口试试看</div>", elem_classes="history-box")
|
| 237 |
+
|
| 238 |
+
with gr.Row():
|
| 239 |
+
refresh_btn = gr.Button("🔄 刷新历史")
|
| 240 |
+
clear_btn = gr.Button("🗑️ 清空历史")
|
| 241 |
+
|
| 242 |
+
# 事件绑定
|
| 243 |
+
audio_input.change(
|
| 244 |
+
fn=on_audio_change,
|
| 245 |
+
inputs=audio_input,
|
| 246 |
+
outputs=[result_display, history_display, status_display, audio_input]
|
| 247 |
)
|
| 248 |
|
| 249 |
+
mode_radio.change(
|
| 250 |
+
fn=change_mode,
|
| 251 |
+
inputs=mode_radio,
|
| 252 |
+
outputs=result_display
|
| 253 |
)
|
| 254 |
|
| 255 |
+
refresh_btn.click(
|
| 256 |
+
fn=get_history,
|
| 257 |
+
outputs=history_display
|
| 258 |
+
)
|
| 259 |
|
| 260 |
+
def clear_history():
|
| 261 |
+
state.history = []
|
| 262 |
+
return gr.update(value="<div style='color:#9A9488;text-align:center;padding:30px;'>还没有记录,开口试试看</div>")
|
| 263 |
+
|
| 264 |
+
clear_btn.click(
|
| 265 |
+
fn=clear_history,
|
| 266 |
+
outputs=history_display
|
| 267 |
)
|
| 268 |
|
| 269 |
+
gr.Markdown("""
|
| 270 |
+
---
|
| 271 |
+
**提示**:
|
| 272 |
+
- 点击麦克风开始录音,说完自动识别翻译
|
| 273 |
+
- 使用硅基流动 API(SenseVoiceSmall + Hunyuan-MT-7B)
|
| 274 |
+
- API Key 从环境变量 `SILICONFLOW_API_KEY` 读取
|
| 275 |
+
""")
|
| 276 |
+
|
| 277 |
+
if __name__ == "__main__":
|
| 278 |
+
demo.launch(debug=True)
|