Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -1,243 +1,896 @@
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"""
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Ses Deşifre Pro - Türkçe Ses-Metin Dönüştürme
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Hugging Face Spaces için profesyonel arayüz.
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"""
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import gradio as gr
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from faster_whisper import WhisperModel
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import tempfile
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import time
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import requests
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# ==================== CONFIGURATION ====================
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MODEL_SIZE = "medium" # Options: tiny, base, small, medium, large-v3
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# =======================================================
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# Load model once at startup
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print(f"🔄 Model yükleniyor ({MODEL_SIZE})... (Bu işlem birkaç dakika sürebilir)")
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try:
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model = WhisperModel(
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MODEL_SIZE,
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device="cpu",
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compute_type="int8"
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)
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print("✅ Model yüklendi!")
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except Exception as e:
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print(f"❌ Model yükleme hatası: {e}")
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model = None
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"""
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Kullanıcı anahtar girdiyse onu kullan, yoksa sistemdeki gizli anahtarı kullan.
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"""
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if user_key and user_key.strip():
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return user_key.strip()
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return DEFAULT_GEMINI_KEY
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def call_gemini_with_retry(url, payload, max_retries=3):
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"""
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Rate limit (429) ve Model Not Found (404) hatalarını yönetir.
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"""
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for attempt in range(max_retries):
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try:
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response = requests.post(url, json=payload, timeout=60)
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if response.status_code == 200:
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return response.json()["candidates"][0]["content"]["parts"][0]["text"]
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elif response.status_code == 429:
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# Üstel bekleme (Exponential Backoff): 5s, 10s, 20s
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wait_time = 5 * (2 ** attempt)
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print(f"⚠️ API yoğun (429), {wait_time} saniye bekleniyor... (Deneme {attempt+1}/{max_retries})")
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time.sleep(wait_time)
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continue
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elif response.status_code == 404:
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return "404_NOT_FOUND"
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else:
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return f"❌ API Hatası: {response.status_code} - {response.text}"
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except Exception as e:
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return f"❌ Bağlantı Hatası: {str(e)}"
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return "⚠️ Sunucu çok yoğun. Lütfen 1-2 dakika bekleyip tekrar deneyin."
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def smart_gemini_request(prompt: str, api_key: str):
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"""
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"""
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headers = {"Content-Type": "application/json"}
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payload = {
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}
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return "❌ Hiçbir model uygun değil. Lütfen API anahtarınızı kontrol edin."
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if not text or "⚠️" in text: return "⚠️ Önce geçerli bir metin oluşturun."
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clean_text = text.split("───────────────────────────────────")[0].strip()
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return smart_gemini_request(full_prompt, api_key)
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return smart_gemini_request(full_prompt, api_key)
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def transcribe(audio_path: str, progress=gr.Progress()):
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"""
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"""
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return
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if audio_path is None:
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return
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try:
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start_time = time.time()
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segments, info = model.transcribe(
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audio_path,
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language="tr",
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)
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for segment in segments:
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# Anlık Çıktı (Henüz dosya yok)
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yield full_text.strip(), None
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elapsed = time.time() - start_time
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if not final_result:
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yield "⚠️ Ses anlaşılamadı.", None
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return
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#
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txt_file = tempfile.NamedTemporaryFile(
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)
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txt_file.close()
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# İstatistik Ekleme
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stats = f"\n\n───────────────────────────────────\n📊 İstatistikler\n• Süre: {duration:.1f} sn\n• İşlem: {elapsed:.1f} sn\n• Hız: {duration/elapsed:.1f}x\n───────────────────────────────────"
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yield final_result + stats, txt_file.name
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except Exception as e:
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yield f"❌ Hata: {str(e)}", None
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#
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with gr.Row():
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with gr.Column():
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with gr.Row():
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with gr.Column():
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output_text = gr.Textbox(label="Sonuç (Canlı Akış)", placeholder="Konuşmalar buraya akacak...", lines=12, interactive=False)
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download_file = gr.File(label="İndir (.txt)")
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with gr.Row():
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)
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-
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| 231 |
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| 232 |
-
with gr.TabItem("🌍 Çevir"):
|
| 233 |
-
target_lang = gr.Dropdown(["İngilizce", "Almanca", "Fransızca", "Türkçe"], label="Hedef Dil", value="İngilizce")
|
| 234 |
-
translate_btn = gr.Button("A Çevir")
|
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-
translate_output = gr.Textbox(label="Çeviri", lines=8)
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|
| 241 |
|
| 242 |
if __name__ == "__main__":
|
| 243 |
-
|
|
|
|
|
|
| 1 |
+
|
| 2 |
"""
|
| 3 |
+
|
| 4 |
Ses Deşifre Pro - Türkçe Ses-Metin Dönüştürme
|
| 5 |
+
|
| 6 |
Hugging Face Spaces için profesyonel arayüz.
|
| 7 |
+
|
| 8 |
+
Gradio 6.x uyumlu + Gemini AI Özet Desteği.
|
| 9 |
+
|
| 10 |
"""
|
| 11 |
|
| 12 |
+
|
| 13 |
+
|
| 14 |
import gradio as gr
|
| 15 |
+
|
| 16 |
from faster_whisper import WhisperModel
|
| 17 |
+
|
| 18 |
import tempfile
|
| 19 |
+
|
| 20 |
import time
|
| 21 |
+
|
| 22 |
import requests
|
| 23 |
+
|
| 24 |
+
|
| 25 |
|
| 26 |
# ==================== CONFIGURATION ====================
|
| 27 |
+
|
| 28 |
MODEL_SIZE = "medium" # Options: tiny, base, small, medium, large-v3
|
| 29 |
+
|
| 30 |
# =======================================================
|
| 31 |
|
| 32 |
+
|
| 33 |
+
|
| 34 |
# Load model once at startup
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
|
|
|
| 35 |
|
| 36 |
+
print("🔄 Model yükleniyor... (Bu işlem birkaç dakika sürebilir)")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
| 37 |
|
| 38 |
+
model = WhisperModel(
|
| 39 |
|
| 40 |
+
MODEL_SIZE,
|
| 41 |
+
|
| 42 |
+
device="cpu",
|
| 43 |
+
|
| 44 |
+
compute_type="int8"
|
| 45 |
+
|
| 46 |
+
)
|
| 47 |
+
|
| 48 |
+
print("✅ Model yüklendi!")
|
| 49 |
+
|
| 50 |
+
|
| 51 |
+
|
| 52 |
+
|
| 53 |
+
|
| 54 |
+
def summarize_with_gemini(text: str, api_key: str, custom_prompt: str = "") -> str:
|
| 55 |
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
| 56 |
"""
|
| 57 |
+
|
| 58 |
+
Summarize text using Google Gemini API.
|
| 59 |
+
|
| 60 |
+
API key is not stored - used only for this single request.
|
| 61 |
+
|
| 62 |
"""
|
| 63 |
+
|
| 64 |
+
if not api_key or not api_key.strip():
|
| 65 |
+
|
| 66 |
+
return "⚠️ Gemini API anahtarı girilmedi."
|
| 67 |
+
|
| 68 |
+
|
| 69 |
+
|
| 70 |
+
if not text or text.strip() == "" or text.startswith("⚠️") or text.startswith("❌"):
|
| 71 |
+
|
| 72 |
+
return "⚠️ Önce bir transkripsiyon oluşturun."
|
| 73 |
+
|
| 74 |
+
|
| 75 |
+
|
| 76 |
+
# Extract only the transcription text (remove stats section)
|
| 77 |
+
|
| 78 |
+
clean_text = text.split("───────────────────────────────────")[0].strip()
|
| 79 |
+
|
| 80 |
+
if not clean_text:
|
| 81 |
+
|
| 82 |
+
return "⚠️ Özetlenecek metin bulunamadı."
|
| 83 |
+
|
| 84 |
+
|
| 85 |
+
|
| 86 |
+
# Build the prompt
|
| 87 |
+
|
| 88 |
+
base_instruction = "Aşağıdaki Türkçe metni analiz et ve özetle."
|
| 89 |
+
|
| 90 |
+
if custom_prompt and custom_prompt.strip():
|
| 91 |
+
|
| 92 |
+
full_prompt = f"{custom_prompt.strip()}\n\nMetin:\n{clean_text}"
|
| 93 |
+
|
| 94 |
+
else:
|
| 95 |
+
|
| 96 |
+
full_prompt = f"{base_instruction}\n\nMetin:\n{clean_text}"
|
| 97 |
+
|
| 98 |
+
|
| 99 |
+
|
| 100 |
+
# Gemini API endpoint
|
| 101 |
+
|
| 102 |
+
url = f"https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash:generateContent?key={api_key}"
|
| 103 |
+
|
| 104 |
|
| 105 |
+
|
| 106 |
headers = {"Content-Type": "application/json"}
|
| 107 |
+
|
| 108 |
+
|
| 109 |
+
|
| 110 |
payload = {
|
| 111 |
+
|
| 112 |
+
"contents": [{"parts": [{"text": full_prompt}]}],
|
| 113 |
+
|
| 114 |
+
"generationConfig": {
|
| 115 |
+
|
| 116 |
+
"temperature": 0.7,
|
| 117 |
+
|
| 118 |
+
"maxOutputTokens": 2048
|
| 119 |
+
|
| 120 |
+
}
|
| 121 |
+
|
| 122 |
}
|
| 123 |
|
| 124 |
+
|
| 125 |
+
|
| 126 |
+
try:
|
| 127 |
+
|
| 128 |
+
response = requests.post(url, headers=headers, json=payload, timeout=60)
|
| 129 |
+
|
| 130 |
|
| 131 |
+
|
| 132 |
+
if response.status_code == 200:
|
| 133 |
+
|
| 134 |
+
result = response.json()
|
| 135 |
+
|
| 136 |
+
if "candidates" in result and len(result["candidates"]) > 0:
|
| 137 |
+
|
| 138 |
+
candidate = result["candidates"][0]
|
| 139 |
+
|
| 140 |
+
if "content" in candidate and "parts" in candidate["content"]:
|
| 141 |
+
|
| 142 |
+
parts = candidate["content"]["parts"]
|
| 143 |
+
|
| 144 |
+
if len(parts) > 0 and "text" in parts[0]:
|
| 145 |
+
|
| 146 |
+
return parts[0]["text"]
|
| 147 |
+
|
| 148 |
+
return "❌ Gemini yanıtı beklenmedik formatta."
|
| 149 |
+
|
| 150 |
+
elif response.status_code == 400:
|
| 151 |
+
|
| 152 |
+
return "❌ Geçersiz istek. API anahtarını kontrol edin."
|
| 153 |
+
|
| 154 |
+
elif response.status_code in [401, 403]:
|
| 155 |
+
|
| 156 |
+
return "❌ API anahtarı geçersiz veya yetkisiz."
|
| 157 |
+
|
| 158 |
+
elif response.status_code == 429:
|
| 159 |
+
|
| 160 |
+
return "❌ API kullanım limiti aşıldı. Lütfen bekleyin."
|
| 161 |
+
|
| 162 |
+
else:
|
| 163 |
+
|
| 164 |
+
return f"❌ Gemini API hatası: {response.status_code}"
|
| 165 |
+
|
| 166 |
|
| 167 |
+
|
| 168 |
+
except requests.exceptions.Timeout:
|
| 169 |
+
|
| 170 |
+
return "❌ Gemini API zaman aşımı. Tekrar deneyin."
|
| 171 |
+
|
| 172 |
+
except requests.exceptions.RequestException as e:
|
| 173 |
+
|
| 174 |
+
return f"❌ Bağlantı hatası: {str(e)}"
|
| 175 |
+
|
| 176 |
+
except Exception as e:
|
| 177 |
+
|
| 178 |
+
return f"❌ Beklenmeyen hata: {str(e)}"
|
| 179 |
+
|
| 180 |
+
|
| 181 |
+
|
| 182 |
+
|
| 183 |
+
|
| 184 |
+
# Language options for translation
|
| 185 |
+
|
| 186 |
+
LANGUAGE_OPTIONS = {
|
| 187 |
+
|
| 188 |
+
"Türkçe": "Turkish",
|
| 189 |
+
|
| 190 |
+
"İngilizce": "English",
|
| 191 |
+
|
| 192 |
+
"Almanca": "German",
|
| 193 |
+
|
| 194 |
+
"Fransızca": "French"
|
| 195 |
+
|
| 196 |
+
}
|
| 197 |
+
|
| 198 |
+
|
| 199 |
+
|
| 200 |
+
|
| 201 |
+
|
| 202 |
+
def translate_with_gemini(text: str, api_key: str, target_language: str) -> str:
|
| 203 |
+
|
| 204 |
+
"""
|
| 205 |
+
|
| 206 |
+
Translate text using Google Gemini API.
|
| 207 |
+
|
| 208 |
+
API key is not stored - used only for this single request.
|
| 209 |
+
|
| 210 |
+
"""
|
| 211 |
+
|
| 212 |
+
if not api_key or not api_key.strip():
|
| 213 |
+
|
| 214 |
+
return "⚠️ Gemini API anahtarı girilmedi."
|
| 215 |
+
|
| 216 |
|
|
|
|
| 217 |
|
| 218 |
+
if not text or text.strip() == "" or text.startswith("⚠️") or text.startswith("❌"):
|
| 219 |
+
|
| 220 |
+
return "⚠️ Önce bir transkripsiyon oluşturun."
|
| 221 |
+
|
|
|
|
| 222 |
|
| 223 |
+
|
| 224 |
+
# Extract only the transcription text (remove stats section)
|
| 225 |
+
|
| 226 |
clean_text = text.split("───────────────────────────────────")[0].strip()
|
| 227 |
+
|
| 228 |
+
if not clean_text:
|
| 229 |
+
|
| 230 |
+
return "⚠️ Çevrilecek metin bulunamadı."
|
| 231 |
+
|
| 232 |
|
|
|
|
| 233 |
|
| 234 |
+
# Get English name for the language
|
| 235 |
+
|
| 236 |
+
target_lang_english = LANGUAGE_OPTIONS.get(target_language, "English")
|
| 237 |
+
|
| 238 |
+
|
| 239 |
+
|
| 240 |
+
# Build the prompt
|
| 241 |
+
|
| 242 |
+
full_prompt = f"""Translate the following text to {target_lang_english}.
|
| 243 |
+
|
| 244 |
+
Only provide the translation, no explanations or additional text.
|
| 245 |
+
|
| 246 |
+
|
| 247 |
+
|
| 248 |
+
Text to translate:
|
| 249 |
+
|
| 250 |
+
{clean_text}"""
|
| 251 |
+
|
| 252 |
+
|
| 253 |
+
|
| 254 |
+
# Gemini API endpoint
|
| 255 |
+
|
| 256 |
+
url = f"https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash:generateContent?key={api_key}"
|
| 257 |
+
|
| 258 |
+
|
| 259 |
+
|
| 260 |
+
headers = {"Content-Type": "application/json"}
|
| 261 |
+
|
| 262 |
+
|
| 263 |
+
|
| 264 |
+
payload = {
|
| 265 |
+
|
| 266 |
+
"contents": [{"parts": [{"text": full_prompt}]}],
|
| 267 |
+
|
| 268 |
+
"generationConfig": {
|
| 269 |
+
|
| 270 |
+
"temperature": 0.3,
|
| 271 |
+
|
| 272 |
+
"maxOutputTokens": 4096
|
| 273 |
+
|
| 274 |
+
}
|
| 275 |
+
|
| 276 |
+
}
|
| 277 |
+
|
| 278 |
|
|
|
|
| 279 |
|
| 280 |
+
try:
|
| 281 |
+
|
| 282 |
+
response = requests.post(url, headers=headers, json=payload, timeout=60)
|
| 283 |
+
|
| 284 |
+
|
| 285 |
+
|
| 286 |
+
if response.status_code == 200:
|
| 287 |
+
|
| 288 |
+
result = response.json()
|
| 289 |
+
|
| 290 |
+
if "candidates" in result and len(result["candidates"]) > 0:
|
| 291 |
+
|
| 292 |
+
candidate = result["candidates"][0]
|
| 293 |
+
|
| 294 |
+
if "content" in candidate and "parts" in candidate["content"]:
|
| 295 |
+
|
| 296 |
+
parts = candidate["content"]["parts"]
|
| 297 |
+
|
| 298 |
+
if len(parts) > 0 and "text" in parts[0]:
|
| 299 |
+
|
| 300 |
+
return parts[0]["text"]
|
| 301 |
+
|
| 302 |
+
return "❌ Gemini yanıtı beklenmedik formatta."
|
| 303 |
+
|
| 304 |
+
elif response.status_code == 400:
|
| 305 |
+
|
| 306 |
+
return "❌ Geçersiz istek. API anahtarını kontrol edin."
|
| 307 |
+
|
| 308 |
+
elif response.status_code in [401, 403]:
|
| 309 |
+
|
| 310 |
+
return "❌ API anahtarı geçersiz veya yetkisiz."
|
| 311 |
+
|
| 312 |
+
elif response.status_code == 429:
|
| 313 |
+
|
| 314 |
+
return "❌ API kullanım limiti aşıldı. Lütfen bekleyin."
|
| 315 |
+
|
| 316 |
+
else:
|
| 317 |
+
|
| 318 |
+
return f"❌ Gemini API hatası: {response.status_code}"
|
| 319 |
+
|
| 320 |
+
|
| 321 |
+
|
| 322 |
+
except requests.exceptions.Timeout:
|
| 323 |
+
|
| 324 |
+
return "❌ Gemini API zaman aşımı. Tekrar deneyin."
|
| 325 |
+
|
| 326 |
+
except requests.exceptions.RequestException as e:
|
| 327 |
+
|
| 328 |
+
return f"❌ Bağlantı hatası: {str(e)}"
|
| 329 |
+
|
| 330 |
+
except Exception as e:
|
| 331 |
+
|
| 332 |
+
return f"❌ Beklenmeyen hata: {str(e)}"
|
| 333 |
+
|
| 334 |
+
|
| 335 |
+
|
| 336 |
+
|
| 337 |
+
|
| 338 |
+
def transcribe(audio_path: str):
|
| 339 |
|
|
|
|
| 340 |
"""
|
| 341 |
+
|
| 342 |
+
Transcribe audio file to Turkish text.
|
| 343 |
+
|
| 344 |
+
Returns: (transcription_text, download_file_path)
|
| 345 |
+
|
| 346 |
"""
|
| 347 |
+
|
| 348 |
+
|
|
|
|
| 349 |
|
| 350 |
if audio_path is None:
|
| 351 |
+
|
| 352 |
+
return "⚠️ Lütfen bir ses dosyası yükleyin veya mikrofonla kayıt yapın.", None
|
| 353 |
+
|
| 354 |
+
|
| 355 |
|
| 356 |
try:
|
| 357 |
+
|
| 358 |
start_time = time.time()
|
| 359 |
+
|
| 360 |
|
| 361 |
+
|
| 362 |
+
# Transcribe with Turkish language
|
| 363 |
+
|
| 364 |
segments, info = model.transcribe(
|
| 365 |
+
|
| 366 |
audio_path,
|
| 367 |
+
|
| 368 |
language="tr",
|
| 369 |
+
|
| 370 |
+
beam_size=5
|
| 371 |
+
|
| 372 |
)
|
| 373 |
+
|
| 374 |
|
| 375 |
+
|
| 376 |
+
# Collect all segments
|
| 377 |
+
|
| 378 |
+
full_text = []
|
| 379 |
+
|
| 380 |
for segment in segments:
|
| 381 |
+
|
| 382 |
+
full_text.append(segment.text)
|
| 383 |
+
|
| 384 |
+
|
| 385 |
+
|
| 386 |
+
result = " ".join(full_text).strip()
|
|
|
|
|
|
|
|
|
|
| 387 |
|
| 388 |
elapsed = time.time() - start_time
|
| 389 |
+
|
| 390 |
+
|
| 391 |
+
|
| 392 |
+
if not result:
|
| 393 |
+
|
| 394 |
+
return "⚠️ Ses dosyasında konuşma algılanamadı. Lütfen daha net bir kayıt deneyin.", None
|
| 395 |
+
|
| 396 |
|
|
|
|
|
|
|
|
|
|
| 397 |
|
| 398 |
+
# Create downloadable TXT file
|
| 399 |
+
|
| 400 |
txt_file = tempfile.NamedTemporaryFile(
|
| 401 |
+
|
| 402 |
+
mode='w',
|
| 403 |
+
|
| 404 |
+
suffix='.txt',
|
| 405 |
+
|
| 406 |
+
delete=False,
|
| 407 |
+
|
| 408 |
+
encoding='utf-8'
|
| 409 |
+
|
| 410 |
)
|
| 411 |
+
|
| 412 |
+
txt_file.write(result)
|
| 413 |
+
|
| 414 |
txt_file.close()
|
| 415 |
+
|
| 416 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 417 |
|
| 418 |
+
# Format display text with stats
|
| 419 |
+
|
| 420 |
+
display_text = f"""{result}
|
| 421 |
+
|
| 422 |
+
|
| 423 |
+
|
| 424 |
+
───────────────────────────────────
|
| 425 |
+
|
| 426 |
+
📊 İstatistikler
|
| 427 |
+
|
| 428 |
+
• Alg��lanan dil: Türkçe
|
| 429 |
+
|
| 430 |
+
• Ses süresi: {info.duration:.1f} saniye
|
| 431 |
+
|
| 432 |
+
• İşlem süresi: {elapsed:.1f} saniye
|
| 433 |
+
|
| 434 |
+
• Hız: {info.duration/elapsed:.1f}x gerçek zamanlı
|
| 435 |
+
|
| 436 |
+
───────────────────────────────────"""
|
| 437 |
+
|
| 438 |
+
|
| 439 |
+
|
| 440 |
+
return display_text, txt_file.name
|
| 441 |
+
|
| 442 |
+
|
| 443 |
+
|
| 444 |
+
except Exception as e:
|
| 445 |
+
|
| 446 |
+
error_msg = str(e)
|
| 447 |
+
|
| 448 |
+
if "ffmpeg" in error_msg.lower():
|
| 449 |
+
|
| 450 |
+
return "❌ Ses dosyası işlenemedi. Desteklenen formatlar: MP3, WAV, M4A, OGG, FLAC", None
|
| 451 |
+
|
| 452 |
+
return f"❌ Bir hata oluştu: {error_msg}", None
|
| 453 |
+
|
| 454 |
+
|
| 455 |
+
|
| 456 |
+
|
| 457 |
+
|
| 458 |
+
# Build Interface (Gradio 6.x compatible)
|
| 459 |
+
|
| 460 |
+
with gr.Blocks(title="Ses Deşifre Pro") as demo:
|
| 461 |
+
|
| 462 |
+
|
| 463 |
+
|
| 464 |
+
# Header via HTML
|
| 465 |
+
|
| 466 |
+
gr.HTML("""
|
| 467 |
+
|
| 468 |
+
<style>
|
| 469 |
+
|
| 470 |
+
footer { display: none !important; }
|
| 471 |
+
|
| 472 |
+
.gradio-container { max-width: 900px !important; margin: auto !important; }
|
| 473 |
+
|
| 474 |
+
</style>
|
| 475 |
+
|
| 476 |
+
<div style="text-align: center; padding: 40px 20px 30px;
|
| 477 |
+
|
| 478 |
+
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
|
| 479 |
+
|
| 480 |
+
border-radius: 20px; margin-bottom: 24px; color: white;">
|
| 481 |
+
|
| 482 |
+
<h1 style="font-size: 2.5rem; font-weight: 700; margin: 0 0 8px 0;">
|
| 483 |
+
|
| 484 |
+
🎙️ Ses Deşifre Pro
|
| 485 |
+
|
| 486 |
+
</h1>
|
| 487 |
+
|
| 488 |
+
<p style="font-size: 1.1rem; opacity: 0.95; margin: 0;">
|
| 489 |
+
|
| 490 |
+
Yapay zeka ile Türkçe ses kayıtlarını metne dönüştürün
|
| 491 |
+
|
| 492 |
+
</p>
|
| 493 |
+
|
| 494 |
+
</div>
|
| 495 |
+
|
| 496 |
+
""")
|
| 497 |
+
|
| 498 |
+
|
| 499 |
+
|
| 500 |
+
# Main content
|
| 501 |
+
|
| 502 |
with gr.Row():
|
| 503 |
+
|
| 504 |
with gr.Column():
|
| 505 |
+
|
| 506 |
+
gr.HTML('<div style="font-weight: 600; margin-bottom: 12px;">📤 Ses Kaynağı</div>')
|
| 507 |
+
|
| 508 |
+
|
| 509 |
+
|
| 510 |
+
audio_input = gr.Audio(
|
| 511 |
+
|
| 512 |
+
label="Ses Dosyası veya Mikrofon",
|
| 513 |
+
|
| 514 |
+
type="filepath",
|
| 515 |
+
|
| 516 |
+
sources=["upload", "microphone"]
|
| 517 |
+
|
| 518 |
+
)
|
| 519 |
+
|
| 520 |
+
|
| 521 |
+
|
| 522 |
+
submit_btn = gr.Button(
|
| 523 |
+
|
| 524 |
+
"✨ Transkripsiyon Başlat",
|
| 525 |
+
|
| 526 |
+
variant="primary",
|
| 527 |
+
|
| 528 |
+
size="lg"
|
| 529 |
+
|
| 530 |
+
)
|
| 531 |
+
|
| 532 |
|
| 533 |
+
|
| 534 |
+
# Tips
|
| 535 |
+
|
| 536 |
+
gr.HTML("""
|
| 537 |
+
|
| 538 |
+
<div style="background: linear-gradient(135deg, #f0fdf4 0%, #dcfce7 100%);
|
| 539 |
+
|
| 540 |
+
border: 1px solid #86efac; border-radius: 12px;
|
| 541 |
+
|
| 542 |
+
padding: 16px 20px; margin-top: 16px;">
|
| 543 |
+
|
| 544 |
+
<p style="margin: 0; color: #166534; font-size: 14px;">
|
| 545 |
+
|
| 546 |
+
💡 <strong>İpucu:</strong> En iyi sonuç için net, gürültüsüz ses kayıtları kullanın.
|
| 547 |
+
|
| 548 |
+
Desteklenen formatlar: MP3, WAV, M4A, OGG, FLAC
|
| 549 |
+
|
| 550 |
+
</p>
|
| 551 |
+
|
| 552 |
+
</div>
|
| 553 |
+
|
| 554 |
+
""")
|
| 555 |
+
|
| 556 |
+
|
| 557 |
+
|
| 558 |
+
# Results section
|
| 559 |
+
|
| 560 |
with gr.Row():
|
| 561 |
+
|
| 562 |
with gr.Column():
|
|
|
|
|
|
|
| 563 |
|
| 564 |
+
gr.HTML('<div style="font-weight: 600; margin-bottom: 12px;">📝 Transkripsiyon Sonucu</div>')
|
| 565 |
+
|
| 566 |
+
|
| 567 |
+
|
| 568 |
+
output_text = gr.Textbox(
|
| 569 |
+
|
| 570 |
+
label="",
|
| 571 |
+
|
| 572 |
+
placeholder="Sonuç burada görünecek...",
|
| 573 |
+
|
| 574 |
+
lines=12,
|
| 575 |
+
|
| 576 |
+
interactive=False
|
| 577 |
+
|
| 578 |
+
)
|
| 579 |
+
|
| 580 |
+
|
| 581 |
+
|
| 582 |
+
download_file = gr.File(
|
| 583 |
+
|
| 584 |
+
label="📥 Sonucu İndir (.txt)"
|
| 585 |
+
|
| 586 |
+
)
|
| 587 |
+
|
| 588 |
|
| 589 |
+
|
| 590 |
+
# ==================== GEMINI AI SECTION ====================
|
| 591 |
+
|
| 592 |
+
gr.HTML("""
|
| 593 |
+
|
| 594 |
+
<div style="margin-top: 32px; padding: 24px;
|
| 595 |
+
|
| 596 |
+
background: linear-gradient(135deg, #1e1b4b 0%, #312e81 100%);
|
| 597 |
+
|
| 598 |
+
border-radius: 16px; border: 1px solid #4338ca;">
|
| 599 |
+
|
| 600 |
+
<div style="display: flex; align-items: center; gap: 12px; margin-bottom: 16px;">
|
| 601 |
+
|
| 602 |
+
<span style="font-size: 28px;">✨</span>
|
| 603 |
+
|
| 604 |
+
<div>
|
| 605 |
+
|
| 606 |
+
<h2 style="color: white; margin: 0; font-size: 1.3rem;">Gemini AI ile Özet</h2>
|
| 607 |
+
|
| 608 |
+
<p style="color: #a5b4fc; margin: 4px 0 0 0; font-size: 0.85rem;">
|
| 609 |
+
|
| 610 |
+
Opsiyonel • API anahtarınız saklanmaz
|
| 611 |
+
|
| 612 |
+
</p>
|
| 613 |
+
|
| 614 |
+
</div>
|
| 615 |
+
|
| 616 |
+
</div>
|
| 617 |
+
|
| 618 |
+
</div>
|
| 619 |
+
|
| 620 |
+
""")
|
| 621 |
+
|
| 622 |
+
|
| 623 |
+
|
| 624 |
with gr.Row():
|
| 625 |
+
|
| 626 |
+
with gr.Column(scale=1):
|
| 627 |
+
|
| 628 |
+
gemini_api_key = gr.Textbox(
|
| 629 |
+
|
| 630 |
+
label="🔑 Gemini API Anahtarı",
|
| 631 |
+
|
| 632 |
+
placeholder="AIza... şeklinde API anahtarınızı girin",
|
| 633 |
+
|
| 634 |
+
type="password",
|
| 635 |
+
|
| 636 |
+
info="Güvenli: Anahtarınız sunucuda saklanmaz, yalnızca bu istek için kullanılır."
|
| 637 |
+
|
| 638 |
+
)
|
| 639 |
+
|
| 640 |
+
|
| 641 |
+
|
| 642 |
+
gemini_prompt = gr.Textbox(
|
| 643 |
+
|
| 644 |
+
label="📝 Gemini'ye Not (Opsiyonel)",
|
| 645 |
+
|
| 646 |
+
placeholder="Örn: Sınavım için özet yap, En önemli 5 maddeyi listele, Bu metnin raporunu çıkar...",
|
| 647 |
+
|
| 648 |
+
lines=2,
|
| 649 |
+
|
| 650 |
+
info="Boş bırakırsanız genel bir özet oluşturulur."
|
| 651 |
+
|
| 652 |
+
)
|
| 653 |
+
|
| 654 |
+
|
| 655 |
+
|
| 656 |
+
gemini_btn = gr.Button(
|
| 657 |
+
|
| 658 |
+
"🤖 Gemini ile Özetle",
|
| 659 |
+
|
| 660 |
+
variant="secondary",
|
| 661 |
+
|
| 662 |
+
size="lg"
|
| 663 |
+
|
| 664 |
)
|
| 665 |
+
|
| 666 |
+
|
| 667 |
+
|
| 668 |
+
with gr.Column(scale=1):
|
| 669 |
+
|
| 670 |
+
gemini_output = gr.Textbox(
|
| 671 |
+
|
| 672 |
+
label="Gemini Özet Sonucu",
|
| 673 |
+
|
| 674 |
+
placeholder="Özet burada görünecek...",
|
| 675 |
+
|
| 676 |
+
lines=10
|
| 677 |
+
|
| 678 |
+
)
|
| 679 |
+
|
| 680 |
+
|
| 681 |
+
|
| 682 |
+
# ==================== TRANSLATION SECTION ====================
|
| 683 |
+
|
| 684 |
+
gr.HTML("""
|
| 685 |
+
|
| 686 |
+
<div style="margin-top: 24px; padding: 24px;
|
| 687 |
+
|
| 688 |
+
background: linear-gradient(135deg, #064e3b 0%, #047857 100%);
|
| 689 |
+
|
| 690 |
+
border-radius: 16px; border: 1px solid #10b981;">
|
| 691 |
+
|
| 692 |
+
<div style="display: flex; align-items: center; gap: 12px; margin-bottom: 16px;">
|
| 693 |
+
|
| 694 |
+
<span style="font-size: 28px;">🌍</span>
|
| 695 |
+
|
| 696 |
+
<div>
|
| 697 |
+
|
| 698 |
+
<h2 style="color: white; margin: 0; font-size: 1.3rem;">Gemini AI ile Çeviri</h2>
|
| 699 |
+
|
| 700 |
+
<p style="color: #a7f3d0; margin: 4px 0 0 0; font-size: 0.85rem;">
|
| 701 |
+
|
| 702 |
+
Türkçe • İngilizce • Almanca • Fransızca
|
| 703 |
+
|
| 704 |
+
</p>
|
| 705 |
+
|
| 706 |
+
</div>
|
| 707 |
+
|
| 708 |
+
</div>
|
| 709 |
+
|
| 710 |
+
</div>
|
| 711 |
+
|
| 712 |
+
""")
|
| 713 |
+
|
| 714 |
|
| 715 |
+
|
| 716 |
+
with gr.Row():
|
| 717 |
+
|
| 718 |
+
with gr.Column(scale=1):
|
| 719 |
+
|
| 720 |
+
translate_target_lang = gr.Dropdown(
|
| 721 |
+
|
| 722 |
+
label="🎯 Hedef Dil",
|
| 723 |
+
|
| 724 |
+
choices=["Türkçe", "İngilizce", "Almanca", "Fransızca"],
|
| 725 |
+
|
| 726 |
+
value="İngilizce",
|
| 727 |
+
|
| 728 |
+
info="Metni hangi dile çevirmek istiyorsunuz?"
|
| 729 |
+
|
| 730 |
+
)
|
| 731 |
+
|
| 732 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 733 |
|
| 734 |
+
translate_btn = gr.Button(
|
| 735 |
+
|
| 736 |
+
"🌍 Çevir",
|
| 737 |
+
|
| 738 |
+
variant="secondary",
|
| 739 |
+
|
| 740 |
+
size="lg"
|
| 741 |
+
|
| 742 |
+
)
|
| 743 |
+
|
| 744 |
+
|
| 745 |
+
|
| 746 |
+
with gr.Column(scale=2):
|
| 747 |
+
|
| 748 |
+
translate_output = gr.Textbox(
|
| 749 |
+
|
| 750 |
+
label="Çeviri Sonucu",
|
| 751 |
+
|
| 752 |
+
placeholder="Çeviri burada görünecek...",
|
| 753 |
+
|
| 754 |
+
lines=8
|
| 755 |
+
|
| 756 |
+
)
|
| 757 |
+
|
| 758 |
+
|
| 759 |
+
|
| 760 |
+
gr.HTML("""
|
| 761 |
+
|
| 762 |
+
<div style="background: #fef3c7; border: 1px solid #f59e0b; border-radius: 8px;
|
| 763 |
+
|
| 764 |
+
padding: 12px 16px; margin-top: 16px;">
|
| 765 |
+
|
| 766 |
+
<p style="margin: 0; color: #92400e; font-size: 13px;">
|
| 767 |
+
|
| 768 |
+
🔒 <strong>Gizlilik:</strong> API anahtarınız sunucuda saklanmaz.
|
| 769 |
+
|
| 770 |
+
Butonlara basmadığınız sürece hiçbir veri dışarıya gönderilmez.
|
| 771 |
+
|
| 772 |
+
<a href="https://aistudio.google.com/apikey" target="_blank"
|
| 773 |
+
|
| 774 |
+
style="color: #1d4ed8; text-decoration: underline;">
|
| 775 |
+
|
| 776 |
+
Ücretsiz API anahtarı alın →
|
| 777 |
+
|
| 778 |
+
</a>
|
| 779 |
+
|
| 780 |
+
</p>
|
| 781 |
+
|
| 782 |
+
</div>
|
| 783 |
+
|
| 784 |
+
""")
|
| 785 |
+
|
| 786 |
+
|
| 787 |
+
|
| 788 |
+
# Features
|
| 789 |
+
|
| 790 |
+
gr.HTML("""
|
| 791 |
+
|
| 792 |
+
<div style="display: grid; grid-template-columns: repeat(5, 1fr); gap: 12px; margin-top: 32px;">
|
| 793 |
+
|
| 794 |
+
<div style="text-align: center; padding: 16px; background: #f9fafb; border-radius: 12px;">
|
| 795 |
+
|
| 796 |
+
<div style="font-size: 24px; margin-bottom: 6px;">🚀</div>
|
| 797 |
+
|
| 798 |
+
<div style="font-size: 12px; color: #6b7280; font-weight: 500;">Hızlı İşlem</div>
|
| 799 |
+
|
| 800 |
+
</div>
|
| 801 |
+
|
| 802 |
+
<div style="text-align: center; padding: 16px; background: #f9fafb; border-radius: 12px;">
|
| 803 |
+
|
| 804 |
+
<div style="font-size: 24px; margin-bottom: 6px;">🎯</div>
|
| 805 |
+
|
| 806 |
+
<div style="font-size: 12px; color: #6b7280; font-weight: 500;">Yüksek Doğruluk</div>
|
| 807 |
+
|
| 808 |
+
</div>
|
| 809 |
+
|
| 810 |
+
<div style="text-align: center; padding: 16px; background: #f9fafb; border-radius: 12px;">
|
| 811 |
+
|
| 812 |
+
<div style="font-size: 24px; margin-bottom: 6px;">🔒</div>
|
| 813 |
+
|
| 814 |
+
<div style="font-size: 12px; color: #6b7280; font-weight: 500;">Gizlilik Odaklı</div>
|
| 815 |
+
|
| 816 |
+
</div>
|
| 817 |
+
|
| 818 |
+
<div style="text-align: center; padding: 16px; background: linear-gradient(135deg, #ede9fe 0%, #ddd6fe 100%); border-radius: 12px;">
|
| 819 |
+
|
| 820 |
+
<div style="font-size: 24px; margin-bottom: 6px;">✨</div>
|
| 821 |
+
|
| 822 |
+
<div style="font-size: 12px; color: #5b21b6; font-weight: 500;">AI Özet</div>
|
| 823 |
+
|
| 824 |
+
</div>
|
| 825 |
+
|
| 826 |
+
<div style="text-align: center; padding: 16px; background: linear-gradient(135deg, #d1fae5 0%, #a7f3d0 100%); border-radius: 12px;">
|
| 827 |
+
|
| 828 |
+
<div style="font-size: 24px; margin-bottom: 6px;">🌍</div>
|
| 829 |
+
|
| 830 |
+
<div style="font-size: 12px; color: #047857; font-weight: 500;">4 Dil Çeviri</div>
|
| 831 |
+
|
| 832 |
+
</div>
|
| 833 |
+
|
| 834 |
+
</div>
|
| 835 |
+
|
| 836 |
+
""")
|
| 837 |
+
|
| 838 |
+
|
| 839 |
+
|
| 840 |
+
# Footer
|
| 841 |
+
|
| 842 |
+
gr.HTML("""
|
| 843 |
+
|
| 844 |
+
<div style="text-align: center; padding: 24px 0; color: #9ca3af; font-size: 13px;">
|
| 845 |
+
|
| 846 |
+
<p>Powered by Faster-Whisper & Gemini AI • CPU Optimized • Made with ❤️</p>
|
| 847 |
+
|
| 848 |
+
</div>
|
| 849 |
+
|
| 850 |
+
""")
|
| 851 |
+
|
| 852 |
+
|
| 853 |
+
|
| 854 |
+
# Event handling
|
| 855 |
+
|
| 856 |
+
submit_btn.click(
|
| 857 |
+
|
| 858 |
+
fn=transcribe,
|
| 859 |
+
|
| 860 |
+
inputs=[audio_input],
|
| 861 |
+
|
| 862 |
+
outputs=[output_text, download_file]
|
| 863 |
+
|
| 864 |
+
)
|
| 865 |
+
|
| 866 |
+
|
| 867 |
+
|
| 868 |
+
gemini_btn.click(
|
| 869 |
+
|
| 870 |
+
fn=summarize_with_gemini,
|
| 871 |
+
|
| 872 |
+
inputs=[output_text, gemini_api_key, gemini_prompt],
|
| 873 |
+
|
| 874 |
+
outputs=gemini_output
|
| 875 |
+
|
| 876 |
+
)
|
| 877 |
+
|
| 878 |
+
|
| 879 |
+
|
| 880 |
+
translate_btn.click(
|
| 881 |
+
|
| 882 |
+
fn=translate_with_gemini,
|
| 883 |
+
|
| 884 |
+
inputs=[output_text, gemini_api_key, translate_target_lang],
|
| 885 |
+
|
| 886 |
+
outputs=translate_output
|
| 887 |
+
|
| 888 |
+
)
|
| 889 |
+
|
| 890 |
+
|
| 891 |
+
|
| 892 |
+
# Launch
|
| 893 |
|
| 894 |
if __name__ == "__main__":
|
| 895 |
+
|
| 896 |
+
demo.launch(share=False, show_error=True)
|