Deploying latest raw changes and full functionality

app.py

@@ -418,4 +418,5 @@ with gr.Blocks(title="🥗 Recipe Health Analyzer") as demo:
 
 
 if __name__ == "__main__":
-    demo.launch()
+    demo.launch(share=True,
+        ssr_mode=False,)

cache/nutrition_cache.json

@@ -1 +1 @@
-{"bun": {"calories": 1890.0, "total_fat": 26.6, "saturated_fat": 12.6, "protein": 4.45, "carbohydrates": 48.6, "sugar": 25.7, "fiber": 1.2, "sodium": 305.0}, "mayonnaise": {"calories": 1100.0, "total_fat": 19.0, "saturated_fat": 2.96, "protein": 0.9, "carbohydrates": 23.9, "sugar": 4.34, "fiber": 0.0, "sodium": 837.0}, "fries": {"calories": 1130.0, "total_fat": 20.2, "saturated_fat": 2.92, "protein": 18.8, "carbohydrates": 8.86, "sugar": 2.72, "fiber": 3.9, "sodium": 16.0}, "burger": {"calories": 286.0, "total_fat": 14.8, "saturated_fat": 6.84, "protein": 14.6, "carbohydrates": 23.7, "sugar": 4.49, "fiber": 1.0, "sodium": 602.0}, "eggs": {"calories": 55.0, "total_fat": 0.0, "saturated_fat": 0.0, "protein": 10.7, "carbohydrates": 2.36, "sugar": 0.0, "fiber": 0.0, "sodium": 0.0}, "onion": {"calories": 166.0, "total_fat": 0.1, "saturated_fat": 0.042, "protein": 1.1, "carbohydrates": 9.34, "sugar": 4.24, "fiber": 1.7, "sodium": 4.0}, "tomato": {"calories": 302.0, "total_fat": 0.44, "saturated_fat": 0.062, "protein": 12.9, "carbohydrates": 74.7, "sugar": 43.9, "fiber": 16.5, "sodium": 134.0}, "chili": {"calories": 656.0, "total_fat": 9.79, "saturated_fat": 4.15, "protein": 12.6, "carbohydrates": 4.57, "sugar": 2.27, "fiber": 1.4, "sodium": 381.0}, "optional": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "capsicum": {"calories": 1330.0, "total_fat": 17.3, "saturated_fat": 3.26, "protein": 12.0, "carbohydrates": 56.6, "sugar": 10.3, "fiber": 27.2, "sodium": 30.0}, "spinach": {"calories": 23, "total_fat": 0.4, "saturated_fat": 0.06, "protein": 2.9, "carbohydrates": 3.6, "sugar": 0.42, "fiber": 2.2, "sodium": 79}, "oil": {"calories": 884, "total_fat": 100.0, "saturated_fat": 13.8, "protein": 0.0, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 2}, "salt": {"calories": 0, "total_fat": 0.0, "saturated_fat": 0.0, "protein": 0.0, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 38758}, "coriander": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "butter": {"calories": 900.0, "total_fat": 100.0, "saturated_fat": 60.0, "protein": 0.0, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 0.0}, "thighs": {"calories": 1840.0, "total_fat": 44.2, "saturated_fat": 12.1, "protein": 9.58, "carbohydrates": 0.79, "sugar": 0.0, "fiber": 0.0, "sodium": 51.0}, "sauce": {"calories": 438.0, "total_fat": 18.3, "saturated_fat": 8.44, "protein": 7.68, "carbohydrates": 60.5, "sugar": 10.3, "fiber": 1.0, "sodium": 3200.0}, "cheese": {"calories": 1230.0, "total_fat": 28.6, "saturated_fat": 18.0, "protein": 7.1, "carbohydrates": 3.5, "sugar": 3.5, "fiber": 0.0, "sodium": 436.0}, "aalu": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "tamatar": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "bundy": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "patty": {"calories": 824.0, "total_fat": 9.0, "saturated_fat": 1.42, "protein": 21.0, "carbohydrates": 8.0, "sugar": 1.2, "fiber": 4.6, "sodium": 550.0}, "ingredients": {"calories": 19.9, "total_fat": 0.288, "saturated_fat": 0.0, "protein": 0.859, "carbohydrates": 4.32, "sugar": 2.57, "fiber": 0.0, "sodium": 236.0}, "turmeric": {"calories": 1300.0, "total_fat": 3.25, "saturated_fat": 1.84, "protein": 9.68, "carbohydrates": 67.1, "sugar": 3.21, "fiber": 22.7, "sodium": 27.0}, "powder": {"calories": 1040.0, "total_fat": 0.47, "saturated_fat": 0.244, "protein": 3.69, "carbohydrates": 79.6, "sugar": 0.0, "fiber": 44.5, "sodium": 10.0}, "crumbs": {"calories": 1650.0, "total_fat": 5.3, "saturated_fat": 1.2, "protein": 13.4, "carbohydrates": 72.0, "sugar": 6.2, "fiber": 4.5, "sodium": 732.0}, "sugar": {"calories": 1670.0, "total_fat": 0.0, "saturated_fat": 0.0, "protein": 0.0, "carbohydrates": 99.8, "sugar": 99.2, "fiber": 0.0, "sodium": 3.0}, "confectioners": {"calories": 539.0, "total_fat": 29.0, "saturated_fat": 24.1, "protein": 2.2, "carbohydrates": 67.1, "sugar": 67.1, "fiber": 0.0, "sodium": 89.0}, "vanilla": {"calories": 288.0, "total_fat": 0.06, "saturated_fat": 0.01, "protein": 0.06, "carbohydrates": 12.6, "sugar": 12.6, "fiber": 0.0, "sodium": 9.0}, "liqueur": {"calories": 1410.0, "total_fat": 0.3, "saturated_fat": 0.106, "protein": 0.1, "carbohydrates": 46.8, "sugar": 38.3, "fiber": 0.0, "sodium": 8.0}, "cream": {"calories": 815.0, "total_fat": 19.1, "saturated_fat": 10.2, "protein": 2.96, "carbohydrates": 3.66, "sugar": 3.67, "fiber": 0.0, "sodium": 72.0}, "confidence": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "crust": {"calories": 2020.0, "total_fat": 22.4, "saturated_fat": 4.72, "protein": 6.08, "carbohydrates": 64.5, "sugar": 26.3, "fiber": 2.7, "sodium": 503.0}, "grey": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "slash": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "100gs": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "200ml": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "bananas": {"calories": 346.0, "total_fat": 1.81, "saturated_fat": 0.698, "protein": 3.89, "carbohydrates": 88.3, "sugar": 47.3, "fiber": 9.9, "sodium": 3.0}, "paneer": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "soup": {"calories": 37.0, "total_fat": 0.55, "saturated_fat": 0.17, "protein": 2.53, "carbohydrates": 5.71, "sugar": 0.37, "fiber": 0.8, "sodium": 181.0}, "chips": {"calories": 2170.0, "total_fat": 33.6, "saturated_fat": 29.0, "protein": 2.3, "carbohydrates": 58.4, "sugar": 35.3, "fiber": 7.7, "sodium": 6.0}, "grill": {"calories": 121.0, "total_fat": 0.58, "saturated_fat": 0.064, "protein": 3.28, "carbohydrates": 4.44, "sugar": 2.26, "fiber": 2.2, "sodium": 11.0}, "salmon": {"calories": 902.0, "total_fat": 100.0, "saturated_fat": 19.9, "protein": 0.0, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 0.0}, "rice": {"calories": 416.0, "total_fat": 5.0, "saturated_fat": 0.0, "protein": 10.0, "carbohydrates": 82.6, "sugar": 0.0, "fiber": 0.0, "sodium": 233.0}, "broccoli": {"calories": 31.0, "total_fat": 0.34, "saturated_fat": 0.039, "protein": 2.57, "carbohydrates": 3.8, "sugar": 1.4, "fiber": 2.4, "sodium": 36.0}, "avocado": {"calories": 884.0, "total_fat": 100.0, "saturated_fat": 11.6, "protein": 0.0, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 0.0}, "spaghetti": {"calories": 170.0, "total_fat": 8.52, "saturated_fat": 3.1, "protein": 7.84, "carbohydrates": 15.5, "sugar": 2.03, "fiber": 1.5, "sodium": 351.0}, "fry": {"calories": 218.0, "total_fat": 2.85, "saturated_fat": 0.453, "protein": 5.7, "carbohydrates": 44.6, "sugar": 0.88, "fiber": 6.3, "sodium": 45.0}, "bacon": {"calories": 309.0, "total_fat": 29.5, "saturated_fat": 4.62, "protein": 11.7, "carbohydrates": 5.31, "sugar": 0.0, "fiber": 2.6, "sodium": 1460.0}, "yolks": {"calories": 2800.0, "total_fat": 59.1, "saturated_fat": 20.3, "protein": 33.6, "carbohydrates": 0.66, "sugar": 0.23, "fiber": 0.0, "sodium": 149.0}, "parmesan": {"calories": 1760.0, "total_fat": 27.8, "saturated_fat": 15.4, "protein": 28.4, "carbohydrates": 13.9, "sugar": 0.07, "fiber": 0.0, "sodium": 1800.0}, "season": {"calories": 465.0, "total_fat": 18.3, "saturated_fat": 5.25, "protein": 10.8, "carbohydrates": 63.5, "sugar": 4.41, "fiber": 5.0, "sodium": 1330.0}, "milk": {"calories": 446.0, "total_fat": 13.8, "saturated_fat": 2.91, "protein": 7.6, "carbohydrates": 71.7, "sugar": 10.3, "fiber": 3.4, "sodium": 687.0}, "banana": {"calories": 346.0, "total_fat": 1.81, "saturated_fat": 0.698, "protein": 3.89, "carbohydrates": 88.3, "sugar": 47.3, "fiber": 9.9, "sodium": 3.0}, "chicken": {"calories": 158.0, "total_fat": 17.6, "saturated_fat": 3.23, "protein": 18.0, "carbohydrates": 4.05, "sugar": 0.47, "fiber": 0.3, "sodium": 722.0}, "flour": {"calories": 357.0, "total_fat": 0.1, "saturated_fat": 0.019, "protein": 0.3, "carbohydrates": 88.2, "sugar": 0.0, "fiber": 3.4, "sodium": 2.0}, "corn": {"calories": 0.0, "total_fat": 0.0, "saturated_fat": 13.4, "protein": 0.0, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 0.0}, "end": {"calories": 1440.0, "total_fat": 31.3, "saturated_fat": 12.9, "protein": 15.8, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 54.0}, "lentils": {"calories": 351.0, "total_fat": 1.92, "saturated_fat": 0.0, "protein": 23.6, "carbohydrates": 62.2, "sugar": 0.0, "fiber": 0.0, "sodium": 0.0}, "broth": {"calories": 67.0, "total_fat": 0.6, "saturated_fat": 0.133, "protein": 2.0, "carbohydrates": 0.4, "sugar": 0.09, "fiber": 0.0, "sodium": 200.0}, "carrots": {"calories": 341.0, "total_fat": 1.49, "saturated_fat": 0.256, "protein": 8.1, "carbohydrates": 79.6, "sugar": 38.8, "fiber": 23.6, "sodium": 275.0}, "stalks": {"calories": 28.0, "total_fat": 0.35, "saturated_fat": 0.054, "protein": 2.98, "carbohydrates": 5.24, "sugar": 0.0, "fiber": 0.0, "sodium": 27.0}, "garlic": {"calories": 597.0, "total_fat": 0.38, "saturated_fat": 0.0, "protein": 6.62, "carbohydrates": 28.2, "sugar": 0.0, "fiber": 2.7, "sodium": 0.0}, "labc\u00fc": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "sciences": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "hotel": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "life": {"calories": 374.0, "total_fat": 4.1, "saturated_fat": 0.77, "protein": 9.14, "carbohydrates": 79.0, "sugar": 25.2, "fiber": 6.3, "sodium": 463.0}, "heaven": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "tables": {"calories": 0.0, "total_fat": 0.0, "saturated_fat": 0.0, "protein": 0.0, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 38800.0}, "juice": {"calories": 480.0, "total_fat": 1.41, "saturated_fat": 0.705, "protein": 1.41, "carbohydrates": 24.1, "sugar": 20.6, "fiber": 0.1, "sodium": 42.0}, "honey": {"calories": 1270.0, "total_fat": 0.0, "saturated_fat": 0.0, "protein": 0.3, "carbohydrates": 82.4, "sugar": 82.1, "fiber": 0.2, "sodium": 4.0}, "salary": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "and\u967d\u5316": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "spots": {"calories": 123.0, "total_fat": 4.9, "saturated_fat": 1.45, "protein": 18.5, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 29.0}, "surgeon": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "water": {"calories": 19.0, "total_fat": 0.2, "saturated_fat": 0.0, "protein": 2.6, "carbohydrates": 3.13, "sugar": 0.0, "fiber": 2.1, "sodium": 113.0}, "namak": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "haldi": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "mirch": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "taziyya": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "washedlaughter": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "gravy": {"calories": 367.0, "total_fat": 9.61, "saturated_fat": 3.32, "protein": 10.7, "carbohydrates": 59.4, "sugar": 0.0, "fiber": 2.0, "sodium": 4840.0}, "masala": {"calories": 238.0, "total_fat": 0.88, "saturated_fat": 0.18, "protein": 3.3, "carbohydrates": 10.5, "sugar": 2.3, "fiber": 2.6, "sodium": 92.0}, "mix": {"calories": 363.0, "total_fat": 1.62, "saturated_fat": 0.395, "protein": 10.6, "carbohydrates": 76.4, "sugar": 3.83, "fiber": 3.1, "sodium": 1080.0}, "stirring": {"calories": 162.0, "total_fat": 0.35, "saturated_fat": 0.032, "protein": 3.45, "carbohydrates": 7.68, "sugar": 0.3, "fiber": 3.6, "sodium": 5.0}, "mixture": {"calories": 131.0, "total_fat": 5.6, "saturated_fat": 1.05, "protein": 13.1, "carbohydrates": 7.5, "sugar": 7.5, "fiber": 0.0, "sodium": 162.0}, "bags": {"calories": 1460.0, "total_fat": 2.01, "saturated_fat": 0.405, "protein": 11.2, "carbohydrates": 81.0, "sugar": 0.81, "fiber": 11.8, "sodium": 4.0}, "cruiser": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "slits": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "box": {"calories": 686.0, "total_fat": 4.99, "saturated_fat": 1.64, "protein": 6.68, "carbohydrates": 23.1, "sugar": 1.57, "fiber": 1.2, "sodium": 460.0}, "white\uad7fas": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "seed": {"calories": 168.0, "total_fat": 2.3, "saturated_fat": 0.621, "protein": 5.3, "carbohydrates": 32.0, "sugar": 0.0, "fiber": 4.8, "sodium": 23.0}, "cents": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "settees": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "patda": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "funds": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "ma'am": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "information": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "distance": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "bhaid": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "rahira": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "grains": {"calories": 338.0, "total_fat": 1.63, "saturated_fat": 0.197, "protein": 10.3, "carbohydrates": 75.9, "sugar": 0.98, "fiber": 15.1, "sodium": 2.0}, "children": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}}
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"sugar": 3, "fiber": 2, "sodium": 100}, "fcan": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "frozan": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "production": {"calories": 102.0, "total_fat": 0.3, "saturated_fat": 0.041, "protein": 1.2, "carbohydrates": 5.31, "sugar": 3.56, "fiber": 1.5, "sodium": 474.0}, "threshold": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "cutlets": {"calories": 447.0, "total_fat": 2.07, "saturated_fat": 0.805, "protein": 22.1, "carbohydrates": 0.0, "sugar": 0.0, "fiber": 0.0, "sodium": 86.0}, "layer": {"calories": 307.0, "total_fat": 13.2, "saturated_fat": 2.94, "protein": 5.88, "carbohydrates": 41.2, "sugar": 5.88, "fiber": 1.2, "sodium": 1060.0}, "stove": {"calories": 381.0, "total_fat": 4.1, "saturated_fat": 0.8, "protein": 12.6, "carbohydrates": 73.1, "sugar": 10.1, "fiber": 2.5, "sodium": 1530.0}, "minutes.anch": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}, "seeds": {"calories": 168.0, "total_fat": 2.3, "saturated_fat": 0.621, "protein": 5.3, "carbohydrates": 32.0, "sugar": 0.0, "fiber": 4.8, "sodium": 23.0}, "cook": {"calories": 83.0, "total_fat": 0.24, "saturated_fat": 0.042, "protein": 3.08, "carbohydrates": 18.6, "sugar": 0.1, "fiber": 4.5, "sodium": 5.0}, "gas": {"calories": 150, "total_fat": 5, "saturated_fat": 1.5, "protein": 5, "carbohydrates": 20, "sugar": 3, "fiber": 2, "sodium": 100}}

speech_module/transcriber.py

@@ -78,10 +78,15 @@ class WhisperTranscriber:
         try:
             model = self._load()
 
-            # Build decode options
+            # Build decode options with anti-hallucination settings
             decode_kwargs = {
                 "fp16": False,
                 "task": task,
+                "temperature": 0.0,
+                "condition_on_previous_text": False,
+                "initial_prompt": "This is a cooking recipe with ingredients and quantities.",
+                "suppress_tokens": "-1",
+                "without_timestamps": True,
             }
             if language:
                 decode_kwargs["language"] = language

speech_module/transcriber1.py

@@ -78,10 +78,15 @@ class WhisperTranscriber:
         try:
             model = self._load()
 
-            # Build decode options
+            # Build decode options with anti-hallucination settings
             decode_kwargs = {
                 "fp16": False,
                 "task": task,
+                "temperature": 0.0,
+                "condition_on_previous_text": False,
+                "initial_prompt": "This is a cooking recipe with ingredients and quantities.",
+                "suppress_tokens": "-1",
+                "without_timestamps": True,
             }
             if language:
                 decode_kwargs["language"] = language

test_hindi_stt.py

@@ -3,7 +3,8 @@ test_hindi_stt.py — Test Hindi speech-to-text support
 """
 import sys
 from pathlib import Path
-sys.path.insert(0, str(Path(__file__).parent))
+SCRIPT_DIR = Path(__file__).parent
+sys.path.insert(0, str(SCRIPT_DIR))
 
 from utils.logger import logger
 import inspect
@@ -13,127 +14,158 @@ def test_hindi_stt_fixed():
     logger.info("=" * 70)
     logger.info("TESTING: Hindi Speech-to-Text Support")
     logger.info("=" * 70)
-    
+
     # Test 1: Check transcriber1.py has Hindi support
     logger.info("\n1. Checking transcriber1.py for Hindi support parameters...")
     try:
         from speech_module.transcriber1 import SpeechTranscriber, WhisperTranscriber
-        
+
         # Check SpeechTranscriber.transcribe signature
         sig = inspect.signature(SpeechTranscriber.transcribe)
         params = list(sig.parameters.keys())
-        
+
         logger.info(f"   SpeechTranscriber.transcribe() parameters: {params}")
-        
+
         if 'language' in params and 'task' in params:
-            logger.info("   ✓ FIXED: language and task parameters present")
+            logger.info("   [PASS] FIXED: language and task parameters present")
         else:
-            logger.error("   ✗ FAILED: language or task parameters missing")
+            logger.error("   [FAIL] FAILED: language or task parameters missing")
             return False
-            
+
         # Check WhisperTranscriber.transcribe signature
         sig_whisper = inspect.signature(WhisperTranscriber.transcribe)
         params_whisper = list(sig_whisper.parameters.keys())
-        
+
         logger.info(f"   WhisperTranscriber.transcribe() parameters: {params_whisper}")
-        
+
         if 'language' in params_whisper and 'task' in params_whisper:
-            logger.info("   ✓ FIXED: WhisperTranscriber has Hindi support")
+            logger.info("   [PASS] FIXED: WhisperTranscriber has Hindi support")
         else:
-            logger.error("   ✗ FAILED: WhisperTranscriber missing parameters")
+            logger.error("   [FAIL] FAILED: WhisperTranscriber missing parameters")
             return False
-            
+
     except Exception as e:
-        logger.error(f"   ✗ FAILED: {e}")
+        logger.error(f"   [FAIL] FAILED: {e}")
         return False
-    
+
     # Test 2: Check __init__.py imports from transcriber1
     logger.info("\n2. Checking speech_module/__init__.py imports...")
     try:
-        with open("speech_module/__init__.py", "r") as f:
+        init_path = SCRIPT_DIR / "speech_module" / "__init__.py"
+        with open(init_path, "r") as f:
             init_content = f.read()
-            
+
         if "transcriber1" in init_content:
-            logger.info("   ✓ __init__.py imports from transcriber1.py")
+            logger.info("   [PASS] __init__.py imports from transcriber1.py")
         else:
-            logger.error("   ✗ __init__.py does not import from transcriber1.py")
+            logger.error("   [FAIL] __init__.py does not import from transcriber1.py")
             return False
-            
+
     except Exception as e:
-        logger.error(f"   ✗ FAILED: {e}")
+        logger.error(f"   [FAIL] FAILED: {e}")
         return False
-    
-    # Test 3: Check app1.py has language selection
-    logger.info("\n3. Checking app1.py for Hindi language support...")
+
+    # Test 3: Check app.py has language selection (Hindi audio tab)
+    logger.info("\n3. Checking app.py for Hindi language support...")
     try:
-        with open("app1.py", "r", encoding="utf-8") as f:
+        app_path = SCRIPT_DIR / "app.py"
+        with open(app_path, "r", encoding="utf-8") as f:
             app_content = f.read()
-            
+
         checks = {
-            "transcribe_audio function has language parameter": 'def transcribe_audio(audio_path: str, language: str = "en")' in app_content,
-            "analyze_audio has language parameter": 'def analyze_audio(audio_path, language: str = "en")' in app_content,
-            "audio_lang Radio dropdown": 'audio_lang = gr.Radio' in app_content,
-            "Hindi option in radio": '"Hindi (hi)"' in app_content,
-            "extract_lang_code function": 'def extract_lang_code' in app_content,
-            "task=translate for Hindi": 'task = "translate" if language == "hi"' in app_content,
+            "transcribe_audio function has language parameter": 'language: str = None' in app_content,
+            "analyze_hindi_audio function exists": 'def analyze_hindi_audio(audio_path):' in app_content,
+            "Hindi audio tab exists": 'Hindi audio' in app_content,
+            "task=translate for Hindi": 'task="translate"' in app_content,
+            "language=hi for Hindi": 'language="hi"' in app_content,
+            "analyze_english_audio function exists": 'def analyze_english_audio(audio_path):' in app_content,
         }
-        
+
         all_passed = True
         for check_name, result in checks.items():
-            status = "✓" if result else "✗"
+            status = "[PASS]" if result else "[FAIL]"
             logger.info(f"   {status} {check_name}")
             if not result:
                 all_passed = False
-                
+
         if not all_passed:
             return False
-            
+
     except Exception as e:
-        logger.error(f"   ✗ FAILED: {e}")
+        logger.error(f"   [FAIL] FAILED: {e}")
         return False
-    
+
     # Test 4: Import and verify the updated modules work
     logger.info("\n4. Testing import and initialization...")
     try:
         from speech_module import SpeechTranscriber
-        logger.info("   ✓ SpeechTranscriber imported successfully")
-        
+        logger.info("   [PASS] SpeechTranscriber imported successfully")
+
         # Try to instantiate
         transcriber = SpeechTranscriber()
-        logger.info("   ✓ SpeechTranscriber instantiated successfully")
-        
+        logger.info("   [PASS] SpeechTranscriber instantiated successfully")
+
         # Check method exists and has right signature
         method = getattr(transcriber, 'transcribe')
         sig = inspect.signature(method)
         if 'language' in sig.parameters:
-            logger.info("   ✓ transcribe method accepts language parameter")
+            logger.info("   [PASS] transcribe method accepts language parameter")
         else:
-            logger.error("   ✗ transcribe method missing language parameter")
+            logger.error("   [FAIL] transcribe method missing language parameter")
             return False
-            
+
     except Exception as e:
-        logger.error(f"   ✗ FAILED: {e}")
+        logger.error(f"   [FAIL] FAILED: {e}")
         import traceback
         traceback.print_exc()
         return False
-    
+
+    # Test 5: Verify anti-hallucination parameters in transcriber1.py
+    logger.info("\n5. Checking anti-hallucination decode parameters...")
+    try:
+        t1_path = SCRIPT_DIR / "speech_module" / "transcriber1.py"
+        with open(t1_path, "r", encoding="utf-8") as f:
+            t1_content = f.read()
+
+        checks = {
+            "temperature=0.0 set": '"temperature": 0.0' in t1_content,
+            "condition_on_previous_text=False": '"condition_on_previous_text": False' in t1_content,
+            "initial_prompt set": '"initial_prompt"' in t1_content,
+            "without_timestamps=True": '"without_timestamps": True' in t1_content,
+            "suppress_tokens set": '"suppress_tokens"' in t1_content,
+        }
+
+        all_passed = True
+        for check_name, result in checks.items():
+            status = "[PASS]" if result else "[FAIL]"
+            logger.info(f"   {status} {check_name}")
+            if not result:
+                all_passed = False
+
+        if not all_passed:
+            return False
+
+    except Exception as e:
+        logger.error(f"   [FAIL] FAILED: {e}")
+        return False
+
     return True
 
 if __name__ == "__main__":
-    logger.info("\n🎙️  HINDI STT CONFIGURATION TEST")
+    logger.info("\n[HINDI STT CONFIGURATION TEST]")
     logger.info("This test verifies that Hindi speech-to-text support is properly configured.")
-    
+
     success = test_hindi_stt_fixed()
-    
+
     logger.info("\n" + "=" * 70)
     if success:
-        logger.info("✓ ALL TESTS PASSED - Hindi STT support is now fully configured!")
+        logger.info("[PASS] ALL TESTS PASSED - Hindi STT support is now fully configured!")
         logger.info("\nYou can now:")
         logger.info("  1. Upload/record Hindi audio")
-        logger.info("  2. Select 'Hindi (hi)' language option")
-        logger.info("  3. Click 'Transcribe & analyze'")
+        logger.info("  2. Select 'Hindi audio' tab")
+        logger.info("  3. Click 'Transcribe Hindi & analyze'")
         logger.info("  4. Whisper will transcribe and translate to English automatically")
     else:
-        logger.error("✗ SOME TESTS FAILED - Please review the errors above")
+        logger.error("[FAIL] SOME TESTS FAILED - Please review the errors above")
         sys.exit(1)
     logger.info("=" * 70)

utils/config.py

@@ -19,7 +19,7 @@ MODELS_DIR.mkdir(exist_ok=True)
 @dataclass
 class SpeechConfig:
     backend: str            = "whisper"
-    whisper_model_size: str = "tiny"          # tiny keeps cold-start fast on CPU
+    whisper_model_size: str = "base"          # base balances accuracy vs speed for Hindi translation
     whisper_language: str   = "en"
     whisper_device: str     = "cpu"
     wav2vec2_model: str     = "facebook/wav2vec2-base-960h"