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+{"segments": [{"id": 1, "seek": 4275, "start": 20.69, "end": 42.75, "text": "بسم الله الرحمن الرحيم المرة اللي فاتت ابتدأنا ب section ال homogeneous systems وأخدنا على ذلك مثالين وهذا هو المثال رقم تلاتة يعني اللي قلنا المرة اللي فاتت ال homogeneous system يا إما إله ل trivial solution", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 48127, 2655, 3215, 10721, 8315, 4724, 3541, 2423, 42632, 3652, 36725, 9778, 3215, 8315, 15844, 29910, 23275, 50113, 6027, 9957, 37037, 15730, 31439, 9673, 12984, 6027, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 37495, 22653, 13672, 1829, 12174, 1211, 8315, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 2423, 42632, 1185, 35186, 11933, 15042, 11933, 43761, 5296, 26703, 3827], "avg_logprob": -0.16406249364217124, "compression_ratio": 1.7287234042553192, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 20.69, "end": 20.89, "word": "بسم", "probability": 0.429443359375}, {"start": 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1829, 31439, 18871, 9381, 2288, 34051, 48812, 25513, 12602, 4587, 2304, 8978, 3714, 9381, 5172, 38688, 3660, 8717, 7435, 3215, 33962, 33546, 10632, 6024, 104, 7649, 10632, 9154, 29538, 33962, 14407, 9381, 13672, 1829, 39894, 39648, 32239, 19446, 7251, 10721, 31371, 498, 2423, 316, 293, 2423, 363, 366], "avg_logprob": -0.17636718936264514, "compression_ratio": 1.5248618784530388, "no_speech_prob": 0.0, "words": [{"start": 994.04, "end": 994.3, "word": "اللي", "probability": 0.6234130859375}, {"start": 994.3, "end": 994.38, "word": " في", "probability": 0.79296875}, {"start": 994.38, "end": 994.74, "word": " الداخل", "probability": 0.9920247395833334}, {"start": 994.74, "end": 995.24, "word": " فبصير", "probability": 0.8504638671875}, {"start": 995.24, "end": 996.3, "word": " 690", "probability": 0.546875}, {"start": 996.3, "end": 997.28, "word": "-3", "probability": 0.5880126953125}, {"start": 997.28, "end": 1000.56, "word": "-690315", "probability": 0.756201171875}, {"start": 1000.56, "end": 1001.58, "word": " وبالتالي", "probability": 0.94248046875}, {"start": 1001.58, "end": 1001.88, "word": " هذا", "probability": 0.88037109375}, {"start": 1001.88, "end": 1002.38, "word": " معنى", "probability": 0.8504231770833334}, {"start": 1002.38, "end": 1002.68, "word": " ضرب", "probability": 0.9677734375}, {"start": 1002.68, "end": 1003.26, "word": " اللي", "probability": 0.92138671875}, {"start": 1003.26, "end": 1003.48, "word": " هو", "probability": 0.98046875}, {"start": 1003.48, "end": 1004.16, "word": " عنصر", "probability": 0.95654296875}, {"start": 1004.16, "end": 1004.68, "word": " أو", "probability": 0.580078125}, {"start": 1004.68, "end": 1005.0, "word": " ضرب", "probability": 0.97998046875}, {"start": 1005.0, "end": 1005.74, "word": " رقم", "probability": 0.9964192708333334}, {"start": 1005.74, "end": 1006.4, "word": " في", "probability": 0.9521484375}, {"start": 1006.4, "end": 1007.46, "word": " مصفوفة", "probability": 0.956640625}, {"start": 1007.46, "end": 1008.16, "word": " نجد", "probability": 0.8938802083333334}, {"start": 1008.16, "end": 1009.0, "word": " الخاصية", "probability": 0.9596354166666666}, {"start": 1009.0, "end": 1010.2, "word": " الثانية", "probability": 0.888916015625}, {"start": 1010.2, "end": 1010.44, "word": " من", "probability": 0.98486328125}, {"start": 1010.44, "end": 1010.86, "word": " هذه", "probability": 0.982421875}, {"start": 1010.86, "end": 1012.02, "word": " الخواص", "probability": 0.5885416666666666}, {"start": 1012.02, "end": 1012.52, "word": " اللي", "probability": 0.959228515625}, {"start": 1012.52, "end": 1012.94, "word": " بتقول", "probability": 0.977294921875}, {"start": 1012.94, "end": 1013.1, "word": " لي", "probability": 0.3408203125}, {"start": 1013.1, "end": 1013.3, "word": " ما", "probability": 0.9208984375}, {"start": 1013.3, "end": 1014.16, "word": " يأتي", "probability": 0.8917643229166666}, {"start": 1014.16, "end": 1017.56, "word": " if", "probability": 0.62939453125}, {"start": 1017.56, 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1047.61, "end": 1048.21, "word": " N", "probability": 0.97119140625}, {"start": 1048.21, "end": 1054.15, "word": " ثم", "probability": 0.5908203125}], "temperature": 1.0}, {"id": 44, "seek": 108561, "start": 1056.22, "end": 1085.62, "text": "الـ A زي دي ال B الـ A matrix is a matrix of the same size of the same size M في N ماديش صوت بالمرة", "tokens": [6027, 39184, 316, 30767, 1829, 11778, 1829, 2423, 363, 2423, 39184, 316, 8141, 307, 257, 8141, 295, 264, 912, 2744, 295, 264, 912, 2744, 376, 8978, 426, 19446, 16254, 8592, 20328, 35473, 20666, 2304, 25720], "avg_logprob": -0.3693576322661506, "compression_ratio": 1.2828282828282829, "no_speech_prob": 0.0, "words": [{"start": 1056.22, "end": 1056.7, "word": "الـ", "probability": 0.5953369140625}, {"start": 1056.7, "end": 1057.26, "word": " A", "probability": 0.5361328125}, {"start": 1057.26, "end": 1057.64, "word": " زي", "probability": 0.5096435546875}, {"start": 1057.64, "end": 1058.04, "word": " دي", "probability": 0.6397705078125}, {"start": 1058.04, "end": 1058.2, "word": " ال", "probability": 0.8076171875}, {"start": 1058.2, "end": 1058.52, "word": " B", "probability": 0.6943359375}, {"start": 1058.52, "end": 1060.3, "word": " الـ", "probability": 0.46630859375}, {"start": 1060.3, "end": 1060.5, "word": " A", "probability": 0.7255859375}, {"start": 1060.5, "end": 1061.28, "word": " matrix", "probability": 0.5205078125}, {"start": 1061.28, "end": 1062.48, "word": " is", "probability": 0.48486328125}, {"start": 1062.48, "end": 1063.68, "word": " a", "probability": 0.7041015625}, {"start": 1063.68, "end": 1065.16, "word": " matrix", "probability": 0.9541015625}, {"start": 1065.16, "end": 1067.1, "word": " of", "probability": 0.94091796875}, {"start": 1067.1, "end": 1067.34, "word": " the", "probability": 0.94091796875}, {"start": 1067.34, "end": 1067.68, "word": " same", "probability": 0.91552734375}, {"start": 1067.68, "end": 1068.74, "word": " size", "probability": 0.84033203125}, {"start": 1068.74, "end": 1069.84, "word": " of", "probability": 0.57470703125}, {"start": 1069.84, "end": 1074.78, "word": " the", "probability": 0.93896484375}, {"start": 1074.78, "end": 1075.18, "word": " same", "probability": 0.90576171875}, {"start": 1075.18, "end": 1075.92, "word": " size", "probability": 0.7939453125}, {"start": 1075.92, "end": 1077.34, "word": " M", "probability": 0.560546875}, {"start": 1077.34, "end": 1078.6, "word": " في", "probability": 0.58056640625}, {"start": 1078.6, "end": 1079.3, "word": " N", "probability": 0.982421875}, {"start": 1079.3, "end": 1085.0, "word": " ماديش", "probability": 0.737548828125}, {"start": 1085.0, "end": 1085.18, "word": " صوت", "probability": 0.8818359375}, {"start": 1085.18, "end": 1085.62, "word": " بالمرة", "probability": 0.6293538411458334}], "temperature": 1.0}, {"id": 45, "seek": 112725, "start": 1103.83, "end": 1127.25, "text": "يبقى هذا بتكلم على جمع مصففين بيقول لو كان عند A وB مصففين لهم نفس ال size اللي هو M في N مثلا يبقى المجموع تبعهم 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{"start": 1739.95, "end": 1740.07, "word": " نقول", "probability": 0.674072265625}, {"start": 1740.07, "end": 1741.03, "word": " raw", "probability": 0.165771484375}, {"start": 1741.03, "end": 1744.03, "word": " and", "probability": 0.87451171875}, {"start": 1744.03, "end": 1746.25, "word": " columns", "probability": 0.60498046875}, {"start": 1746.25, "end": 1749.87, "word": " vectors", "probability": 0.943359375}], "temperature": 1.0}, {"id": 73, "seek": 178253, "start": 1758.27, "end": 1782.53, "text": "تبقى المتجهات المتجهات الصفوف ومتجهات الأعمدة definition تعريف الأول a matrix with with one call and", "tokens": [2655, 3555, 4587, 7578, 9673, 2655, 7435, 3224, 9307, 9673, 2655, 7435, 3224, 9307, 31767, 5172, 38688, 4032, 2304, 2655, 7435, 3224, 9307, 16247, 25957, 41891, 7123, 37279, 16572, 5172, 16247, 12610, 257, 8141, 365, 365, 472, 818, 293], "avg_logprob": -0.21328125, "compression_ratio": 1.3392857142857142, "no_speech_prob": 0.0, "words": [{"start": 1758.27, "end": 1758.81, "word": "تبقى", "probability": 0.75927734375}, {"start": 1758.81, "end": 1759.99, "word": " المتجهات", "probability": 0.9083984375}, {"start": 1759.99, "end": 1763.95, "word": " المتجهات", "probability": 0.85126953125}, {"start": 1763.95, "end": 1764.49, "word": " الصفوف", "probability": 0.9700520833333334}, {"start": 1764.49, "end": 1765.45, "word": " ومتجهات", "probability": 0.8661295572916666}, {"start": 1765.45, "end": 1766.35, "word": " الأعمدة", "probability": 0.92919921875}, {"start": 1766.35, "end": 1767.37, "word": " definition", "probability": 0.343994140625}, {"start": 1767.37, "end": 1768.73, "word": " تعريف", "probability": 0.8956705729166666}, {"start": 1768.73, "end": 1769.45, "word": " الأول", "probability": 0.989990234375}, {"start": 1769.45, "end": 1771.01, "word": " a", "probability": 0.421875}, {"start": 1771.01, "end": 1771.81, "word": " matrix", "probability": 0.916015625}, {"start": 1771.81, "end": 1776.25, "word": " with", "probability": 0.93408203125}, {"start": 1776.25, "end": 1779.43, "word": " with", "probability": 0.6767578125}, {"start": 1779.43, "end": 1779.85, "word": " one", "probability": 0.953125}, {"start": 1779.85, "end": 1780.49, "word": " call", "probability": 0.35400390625}, {"start": 1780.49, "end": 1782.53, "word": " and", "probability": 0.94775390625}], "temperature": 1.0}, {"id": 74, "seek": 181231, "start": 1788.97, "end": 1812.31, "text": "in rows عمود واحد و in من الصفوف of the form على الشكل x واحد و x اتنين و نظل ماشيين لغاية x in بهذا الشكل is called", "tokens": [259, 13241, 6225, 2304, 23328, 36764, 24401, 4032, 294, 9154, 31767, 5172, 38688, 295, 264, 1254, 15844, 25124, 28820, 2031, 36764, 24401, 4032, 2031, 1975, 2655, 1863, 9957, 4032, 8717, 19913, 1211, 3714, 33599, 1829, 9957, 5296, 17082, 995, 10632, 2031, 294, 39627, 15730, 25124, 28820, 307, 1219], "avg_logprob": -0.23214286200854242, "compression_ratio": 1.3157894736842106, "no_speech_prob": 0.0, "words": [{"start": 1788.97, "end": 1789.47, "word": "in", "probability": 0.38037109375}, {"start": 1789.47, "end": 1790.19, "word": " rows", "probability": 0.8525390625}, {"start": 1790.19, "end": 1794.15, "word": " عمود", "probability": 0.8048502604166666}, {"start": 1794.15, "end": 1794.63, "word": " واحد", "probability": 0.968505859375}, {"start": 1794.63, "end": 1794.85, "word": " و", "probability": 0.9326171875}, {"start": 1794.85, "end": 1795.07, "word": " in", "probability": 0.306884765625}, {"start": 1795.07, "end": 1795.41, "word": " من", "probability": 0.97998046875}, {"start": 1795.41, "end": 1796.27, "word": " الصفوف", "probability": 0.98291015625}, {"start": 1796.27, "end": 1797.65, "word": " of", "probability": 0.896484375}, {"start": 1797.65, "end": 1799.19, "word": " the", "probability": 0.7802734375}, {"start": 1799.19, "end": 1800.17, "word": " form", "probability": 0.9599609375}, {"start": 1800.17, "end": 1801.83, "word": " على", "probability": 0.67529296875}, {"start": 1801.83, "end": 1802.61, "word": " الشكل", "probability": 0.980224609375}, {"start": 1802.61, "end": 1804.21, "word": " x", "probability": 0.634765625}, {"start": 1804.21, "end": 1804.81, "word": " واحد", "probability": 0.793212890625}, {"start": 1804.81, "end": 1805.43, "word": " و", "probability": 0.324462890625}, {"start": 1805.43, "end": 1805.69, "word": " x", "probability": 0.8486328125}, {"start": 1805.69, "end": 1806.41, "word": " اتنين", "probability": 0.9344482421875}, {"start": 1806.41, "end": 1807.21, "word": " و", "probability": 0.391845703125}, {"start": 1807.21, "end": 1807.49, "word": " نظل", "probability": 0.6624348958333334}, {"start": 1807.49, "end": 1808.43, "word": " ماشيين", "probability": 0.7998046875}, {"start": 1808.43, "end": 1809.47, "word": " لغاية", "probability": 0.97509765625}, {"start": 1809.47, "end": 1809.89, "word": " x", "probability": 0.93994140625}, {"start": 1809.89, "end": 1810.27, "word": " in", "probability": 0.7958984375}, {"start": 1810.27, "end": 1810.71, "word": " بهذا", "probability": 0.92236328125}, {"start": 1810.71, "end": 1811.13, "word": " الشكل", "probability": 0.990966796875}, {"start": 1811.13, "end": 1811.45, "word": " is", "probability": 0.890625}, {"start": 1811.45, "end": 1812.31, "word": " called", "probability": 0.9345703125}], "temperature": 1.0}, {"id": 75, "seek": 184606, "start": 1818.2, "end": 1846.06, "text": "and in dimensional convector ماحدش أحسن من حد ندى a matrix with", "tokens": [474, 294, 18795, 416, 303, 1672, 19446, 24401, 8592, 5551, 5016, 3794, 1863, 9154, 11331, 3215, 8717, 3215, 7578, 257, 8141, 365], "avg_logprob": -0.38722824791203375, "compression_ratio": 0.9518072289156626, "no_speech_prob": 0.0, "words": [{"start": 1818.2, "end": 1819.06, "word": "and", "probability": 0.572265625}, {"start": 1819.06, "end": 1820.84, "word": " in", "probability": 0.28466796875}, {"start": 1820.84, "end": 1824.52, "word": " dimensional", "probability": 0.7509765625}, {"start": 1824.52, "end": 1832.9, "word": " convector", "probability": 0.7098795572916666}, {"start": 1832.9, "end": 1836.12, "word": " ماحدش", "probability": 0.6464029947916666}, {"start": 1836.12, "end": 1836.58, "word": " أحسن", "probability": 0.8948974609375}, {"start": 1836.58, "end": 1836.76, "word": " من", "probability": 0.982421875}, {"start": 1836.76, "end": 1837.24, "word": " حد", "probability": 0.9365234375}, {"start": 1837.24, "end": 1839.28, "word": " ندى", "probability": 0.66552734375}, {"start": 1839.28, "end": 1839.7, "word": " a", "probability": 0.470947265625}, {"start": 1839.7, "end": 1840.56, "word": " matrix", "probability": 0.97216796875}, {"start": 1840.56, "end": 1846.06, "word": " with", "probability": 0.58544921875}], "temperature": 1.0}, {"id": 76, "seek": 187896, "start": 1853.74, "end": 1878.96, "text": "مع شكل Y1 و Y2", "tokens": [2304, 3615, 13412, 28820, 398, 16, 4032, 398, 17], "avg_logprob": -0.8343749821186066, "compression_ratio": 0.6896551724137931, "no_speech_prob": 0.0, "words": [{"start": 1853.7399999999998, "end": 1855.1399999999999, "word": "مع", "probability": 0.21392822265625}, {"start": 1855.1399999999999, "end": 1856.54, "word": " شكل", "probability": 0.4771728515625}, {"start": 1856.54, "end": 1877.26, "word": " Y1", "probability": 0.5762939453125}, {"start": 1877.26, "end": 1878.3, "word": " و", "probability": 0.5224609375}, {"start": 1878.3, "end": 1878.96, "word": " Y2", "probability": 0.6546630859375}], "temperature": 1.0}, {"id": 77, "seek": 190224, "start": 1879.6, "end": 1902.24, "text": "و لغاية yn is called بروح نسميه indimensional raw vector", "tokens": [2407, 5296, 17082, 995, 10632, 17861, 307, 1219, 4724, 32887, 5016, 8717, 38251, 1829, 3224, 1016, 332, 11075, 8936, 8062], "avg_logprob": -0.5621279988970075, "compression_ratio": 0.8658536585365854, "no_speech_prob": 0.0, "words": [{"start": 1879.6, "end": 1879.9, "word": "و", "probability": 0.525390625}, {"start": 1879.9, "end": 1880.7, "word": " لغاية", "probability": 0.87158203125}, {"start": 1880.7, "end": 1881.8, "word": " yn", "probability": 0.171630859375}, {"start": 1881.8, "end": 1883.66, "word": " is", "probability": 0.205810546875}, {"start": 1883.66, "end": 1884.74, "word": " called", "probability": 0.93896484375}, {"start": 1884.74, "end": 1887.04, "word": " بروح", "probability": 0.5881144205729166}, {"start": 1887.04, "end": 1888.96, "word": " نسميه", "probability": 0.9202880859375}, {"start": 1888.96, "end": 1899.5, "word": " indimensional", "probability": 0.63958740234375}, {"start": 1899.5, "end": 1901.6, "word": " raw", "probability": 0.352294921875}, {"start": 1901.6, "end": 1902.24, "word": " vector", "probability": 0.98291015625}], "temperature": 1.0}, {"id": 78, "seek": 194027, "start": 1911.57, "end": 1940.27, "text": "for example كمثال على ذلك ال matrix ال matrix A تساوي A11 A12", "tokens": [2994, 1365, 9122, 2304, 12984, 6027, 15844, 29910, 23275, 2423, 8141, 2423, 8141, 316, 6055, 3794, 995, 45865, 316, 5348, 316, 4762], "avg_logprob": -0.3029891408008078, "compression_ratio": 1.1095890410958904, "no_speech_prob": 0.0, "words": [{"start": 1911.5699999999997, "end": 1912.9699999999998, "word": "for", "probability": 0.16650390625}, {"start": 1912.9699999999998, "end": 1914.37, "word": " example", "probability": 0.9658203125}, {"start": 1914.37, "end": 1917.17, "word": " كمثال", "probability": 0.9293212890625}, {"start": 1917.17, "end": 1917.37, "word": " على", "probability": 0.837890625}, {"start": 1917.37, "end": 1917.91, "word": " ذلك", "probability": 0.988037109375}, {"start": 1917.91, "end": 1919.25, "word": " ال", "probability": 0.460205078125}, {"start": 1919.25, "end": 1919.97, "word": " matrix", "probability": 0.5126953125}, {"start": 1919.97, "end": 1931.33, "word": " ال", "probability": 0.60400390625}, {"start": 1931.33, "end": 1932.05, "word": " matrix", "probability": 0.9365234375}, {"start": 1932.05, "end": 1933.71, "word": " A", "probability": 0.69921875}, {"start": 1933.71, "end": 1936.21, "word": " تساوي", "probability": 0.8248291015625}, {"start": 1936.21, "end": 1938.59, "word": " A11", "probability": 0.584228515625}, {"start": 1938.59, "end": 1940.27, "word": " A12", "probability": 0.73388671875}], "temperature": 1.0}, {"id": 79, "seek": 196753, "start": 1941.15, "end": 1967.53, "text": "A1N A21 A22 A2N AM1 AM2 AMN شكل ان هذا اللي سميها هذه المصفوفة star with size", "tokens": [32, 16, 45, 316, 4436, 316, 7490, 316, 17, 45, 6475, 16, 6475, 17, 6475, 45, 13412, 28820, 16472, 23758, 13672, 1829, 8608, 2304, 1829, 11296, 29538, 9673, 9381, 5172, 38688, 3660, 3543, 365, 2744], "avg_logprob": -0.354383678899871, "compression_ratio": 1.0824742268041236, "no_speech_prob": 0.0, "words": [{"start": 1941.15, "end": 1942.93, "word": "A1N", "probability": 0.5783284505208334}, {"start": 1942.93, "end": 1945.65, "word": " A21", "probability": 0.75048828125}, {"start": 1945.65, "end": 1947.35, "word": " A22", "probability": 0.83740234375}, {"start": 1947.35, "end": 1949.41, "word": " A2N", "probability": 0.94287109375}, {"start": 1949.41, "end": 1951.57, "word": " AM1", "probability": 0.8349609375}, {"start": 1951.57, "end": 1954.17, "word": " AM2", "probability": 0.959228515625}, {"start": 1954.17, "end": 1956.77, "word": " AMN", "probability": 0.812255859375}, {"start": 1956.77, "end": 1957.79, "word": " شكل", "probability": 0.6827392578125}, {"start": 1957.79, "end": 1958.09, "word": " ان", "probability": 0.383544921875}, {"start": 1958.09, "end": 1958.55, "word": " هذا", "probability": 0.79736328125}, {"start": 1958.55, "end": 1959.41, "word": " اللي", "probability": 0.5003662109375}, {"start": 1959.41, "end": 1960.13, "word": " سميها", "probability": 0.8983154296875}, {"start": 1960.13, "end": 1960.55, "word": " هذه", "probability": 0.72021484375}, {"start": 1960.55, "end": 1961.35, "word": " المصفوفة", "probability": 0.814208984375}, {"start": 1961.35, "end": 1961.89, "word": " star", "probability": 0.337158203125}, {"start": 1961.89, "end": 1964.65, "word": " with", "probability": 0.779296875}, {"start": 1964.65, "end": 1967.53, "word": " size", "probability": 0.67333984375}], "temperature": 1.0}, {"id": 80, "seek": 199762, "start": 1970.36, "end": 1997.62, "text": "m في n has columns columns vectors columns vectors u1 بده يساوي a11 a21", "tokens": [76, 8978, 297, 575, 1173, 449, 3695, 1173, 449, 3695, 18875, 1173, 449, 3695, 18875, 344, 16, 47525, 3224, 7251, 3794, 995, 45865, 257, 5348, 257, 4436], "avg_logprob": -0.39090402105024885, "compression_ratio": 1.2461538461538462, "no_speech_prob": 0.0, "words": [{"start": 1970.36, "end": 1970.92, "word": "m", "probability": 0.491455078125}, {"start": 1970.92, "end": 1971.86, "word": " في", "probability": 0.53955078125}, {"start": 1971.86, "end": 1972.42, "word": " n", "probability": 0.7373046875}, {"start": 1972.42, "end": 1977.12, "word": " has", "probability": 0.26904296875}, {"start": 1977.12, "end": 1983.1, "word": " columns", "probability": 0.5992024739583334}, {"start": 1983.1, "end": 1984.5, "word": " columns", "probability": 0.5704752604166666}, {"start": 1984.5, "end": 1985.22, "word": " vectors", "probability": 0.73876953125}, {"start": 1985.22, "end": 1987.88, "word": " columns", "probability": 0.7477213541666666}, {"start": 1987.88, "end": 1988.54, "word": " vectors", "probability": 0.95849609375}, {"start": 1988.54, "end": 1990.6, "word": " u1", "probability": 0.5440673828125}, {"start": 1990.6, "end": 1992.42, "word": " بده", "probability": 0.5732421875}, {"start": 1992.42, "end": 1993.14, "word": " يساوي", "probability": 0.943359375}, {"start": 1993.14, "end": 1995.02, "word": " a11", "probability": 0.92578125}, {"start": 1995.02, "end": 1997.62, "word": " a21", "probability": 0.9033203125}], "temperature": 1.0}, {"id": 81, "seek": 202860, "start": 1999.28, "end": 2028.6, "text": "و لغاية am1 و ال U2 بده يساوي a12 a22 am2 ونظل ماشيين لغاية un اللي هي a1n a2n", "tokens": [2407, 5296, 17082, 995, 10632, 669, 16, 4032, 2423, 624, 17, 47525, 3224, 7251, 3794, 995, 45865, 257, 4762, 257, 7490, 669, 17, 4032, 1863, 19913, 1211, 3714, 33599, 1829, 9957, 5296, 17082, 995, 10632, 517, 13672, 1829, 39896, 257, 16, 77, 257, 17, 77], "avg_logprob": -0.2578125019436297, "compression_ratio": 1.2340425531914894, "no_speech_prob": 0.0, "words": [{"start": 1999.28, "end": 1999.56, "word": "و", "probability": 0.37451171875}, {"start": 1999.56, "end": 2000.4, "word": " لغاية", "probability": 0.853515625}, {"start": 2000.4, "end": 2003.1, "word": " am1", "probability": 0.5047607421875}, {"start": 2003.1, "end": 2004.2, "word": " و", "probability": 0.62890625}, {"start": 2004.2, "end": 2004.32, "word": " ال", "probability": 0.74755859375}, {"start": 2004.32, "end": 2005.24, "word": " U2", "probability": 0.7025146484375}, {"start": 2005.24, "end": 2007.02, "word": " بده", "probability": 0.5411376953125}, {"start": 2007.02, "end": 2007.68, "word": " يساوي", "probability": 0.9801025390625}, {"start": 2007.68, "end": 2010.56, "word": " a12", "probability": 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88, "seek": 221048, "start": 2191.17, "end": 2210.49, "text": "Where each of V1 و V2 و لغاية VM is an N-dimensional", "tokens": [14436, 1184, 295, 691, 16, 4032, 691, 17, 4032, 5296, 17082, 995, 10632, 18038, 307, 364, 426, 12, 18759], "avg_logprob": -0.3103515535593033, "compression_ratio": 0.9076923076923077, "no_speech_prob": 0.0, "words": [{"start": 2191.17, "end": 2192.01, "word": "Where", "probability": 0.17431640625}, {"start": 2192.01, "end": 2194.85, "word": " each", "probability": 0.8173828125}, {"start": 2194.85, "end": 2196.43, "word": " of", "probability": 0.95703125}, {"start": 2196.43, "end": 2199.03, "word": " V1", "probability": 0.804931640625}, {"start": 2199.03, "end": 2200.21, "word": " و", "probability": 0.9150390625}, {"start": 2200.21, "end": 2201.13, "word": " V2", "probability": 0.743408203125}, {"start": 2201.13, "end": 2202.27, "word": " و", "probability": 0.82666015625}, {"start": 2202.27, "end": 2203.05, "word": " لغاية", "probability": 0.9632568359375}, {"start": 2203.05, "end": 2204.01, "word": " VM", "probability": 0.62060546875}, {"start": 2204.01, "end": 2205.99, "word": " is", "probability": 0.78466796875}, {"start": 2205.99, "end": 2207.91, "word": " an", "probability": 0.79052734375}, {"start": 2207.91, "end": 2209.53, "word": " N", "probability": 0.5859375}, {"start": 2209.53, "end": 2210.49, "word": "-dimensional", "probability": 0.6533203125}], "temperature": 1.0}, {"id": 89, "seek": 222629, "start": 2221.91, "end": 2226.29, "text": "ان دايمنشينال را فكتر", "tokens": [7649, 11778, 995, 32640, 1863, 8592, 1829, 8315, 1211, 12602, 995, 6156, 4117, 2655, 2288], "avg_logprob": -0.6835937686264515, "compression_ratio": 0.8297872340425532, "no_speech_prob": 0.0, "words": [{"start": 2221.91, "end": 2222.29, "word": "ان", "probability": 0.036346435546875}, {"start": 2222.29, "end": 2223.97, "word": " دايمنشينال", "probability": 0.713287353515625}, {"start": 2223.97, "end": 2225.71, "word": " را", "probability": 0.3597412109375}, {"start": 2225.71, "end": 2226.29, "word": " فكتر", "probability": 0.714599609375}], "temperature": 1.0}, {"id": 90, "seek": 229367, "start": 2267.41, "end": 2293.67, "text": "الان نعود لبعض التعريفات التي تشاهدونها التعريف الأول هو matrix with one column and n rows عمود واحد ومجموعة من الصفورة هذا ليس مصطفوش فقط عمود واحد وصفر اتنين وتلاتة من الصفورة ان من الصفورة في الشكل لأن هذا بنسميها n-dimensional column vector يبقى", "tokens": [6027, 7649, 8717, 3615, 23328, 5296, 3555, 3615, 11242, 16712, 3615, 16572, 5172, 9307, 38392, 6055, 8592, 40294, 3215, 11536, 11296, 16712, 3615, 16572, 5172, 16247, 12610, 31439, 8141, 365, 472, 7738, 293, 297, 13241, 6225, 2304, 23328, 36764, 24401, 4032, 2304, 7435, 2304, 2407, 27884, 9154, 31767, 5172, 13063, 3660, 23758, 32239, 3794, 3714, 9381, 9566, 5172, 2407, 8592, 6156, 47432, 6225, 2304, 23328, 36764, 24401, 4032, 9381, 5172, 2288, 1975, 2655, 1863, 9957, 4032, 2655, 1211, 9307, 3660, 9154, 31767, 5172, 13063, 3660, 16472, 9154, 31767, 5172, 13063, 3660, 8978, 25124, 28820, 5296, 33456, 23758, 44945, 38251, 1829, 11296, 297, 12, 18759, 7738, 8062, 7251, 3555, 4587, 7578], "avg_logprob": -0.40174548153404716, "compression_ratio": 1.7296137339055795, "no_speech_prob": 0.0, "words": [{"start": 2267.41, "end": 2267.79, "word": "الان", "probability": 0.4451904296875}, {"start": 2267.79, "end": 2268.29, "word": " نعود", "probability": 0.3159993489583333}, {"start": 2268.29, "end": 2269.51, "word": " لبعض", "probability": 0.816650390625}, {"start": 2269.51, "end": 2270.29, "word": " التعريفات", "probability": 0.98955078125}, {"start": 2270.29, "end": 2270.47, "word": " التي", "probability": 0.334716796875}, {"start": 2270.47, "end": 2271.23, "word": " تشاهدونها", "probability": 0.7373046875}, {"start": 2271.23, "end": 2272.87, "word": " التعريف", "probability": 0.8505859375}, {"start": 2272.87, "end": 2273.43, "word": " الأول", "probability": 0.95556640625}, {"start": 2273.43, "end": 2274.09, "word": " هو", "probability": 0.07293701171875}, {"start": 2274.09, "end": 2274.83, "word": " matrix", "probability": 0.437255859375}, {"start": 2274.83, "end": 2275.09, "word": " with", "probability": 0.45068359375}, {"start": 2275.09, "end": 2275.79, "word": " one", "probability": 0.86669921875}, {"start": 2275.79, "end": 2276.31, "word": " column", "probability": 0.62548828125}, {"start": 2276.31, "end": 2276.77, "word": " and", "probability": 0.91845703125}, {"start": 2276.77, "end": 2277.27, "word": " n", "probability": 0.404296875}, {"start": 2277.27, "end": 2277.89, "word": " rows", "probability": 0.69384765625}, {"start": 2277.89, "end": 2278.75, "word": " عمود", "probability": 0.8634440104166666}, {"start": 2278.75, "end": 2279.47, "word": " واحد", "probability": 0.9404296875}, {"start": 2279.47, "end": 2280.47, "word": " ومجموعة", "probability": 0.8902180989583334}, {"start": 2280.47, "end": 2280.77, "word": " من", "probability": 0.9296875}, {"start": 2280.77, "end": 2281.35, "word": " الصفورة", "probability": 0.80035400390625}, {"start": 2281.35, "end": 2282.33, "word": " هذا", "probability": 0.044281005859375}, {"start": 2282.33, "end": 2282.55, "word": " ليس", "probability": 0.60888671875}, {"start": 2282.55, "end": 2282.99, "word": " مصطفوش", "probability": 0.6050618489583334}, {"start": 2282.99, "end": 2283.21, "word": " فقط", "probability": 0.5389404296875}, {"start": 2283.21, "end": 2283.53, "word": " عمود", "probability": 0.9124348958333334}, {"start": 2283.53, "end": 2283.75, "word": " واحد", "probability": 0.9677734375}, {"start": 2283.75, "end": 2284.41, "word": " وصفر", "probability": 0.78021240234375}, {"start": 2284.41, "end": 2284.83, "word": " اتنين", "probability": 0.7987060546875}, {"start": 2284.83, "end": 2285.59, "word": " وتلاتة", "probability": 0.770849609375}, {"start": 2285.59, "end": 2286.05, "word": " من", "probability": 0.28857421875}, {"start": 2286.05, "end": 2286.05, "word": " الصفورة", "probability": 0.9735107421875}, {"start": 2286.05, "end": 2286.05, "word": " ان", "probability": 0.1544189453125}, {"start": 2286.05, "end": 2286.39, "word": " من", "probability": 0.8310546875}, {"start": 2286.39, "end": 2287.15, "word": " الصفورة", "probability": 0.98291015625}, {"start": 2287.15, "end": 2287.59, "word": " في", "probability": 0.261474609375}, {"start": 2287.59, "end": 2288.01, "word": " الشكل", "probability": 0.916748046875}, {"start": 2288.01, "end": 2288.31, "word": " لأن", "probability": 0.64990234375}, {"start": 2288.31, "end": 2288.65, "word": " هذا", "probability": 0.8486328125}, {"start": 2288.65, "end": 2289.61, "word": " بنسميها", "probability": 0.782867431640625}, {"start": 2289.61, "end": 2290.29, "word": " n", "probability": 0.15673828125}, {"start": 2290.29, "end": 2291.07, "word": "-dimensional", "probability": 0.6719970703125}, {"start": 2291.07, "end": 2291.73, "word": " column", "probability": 0.814453125}, {"start": 2291.73, "end": 2292.31, "word": " vector", "probability": 0.9306640625}, {"start": 2292.31, "end": 2293.67, "word": " يبقى", "probability": 0.9686279296875}], "temperature": 1.0}, {"id": 91, "seek": 231200, "start": 2293.9, "end": 2312.0, "text": "متجه عمودي له N من الإحداثيات M dimensional يعني كان فيه N من العناصر تمام اللي بعد Matrix with one row صف واحد لكن M من الأعمدة", "tokens": [2304, 2655, 7435, 3224, 6225, 2304, 2407, 16254, 46740, 426, 9154, 33688, 24401, 5718, 104, 1829, 9307, 376, 18795, 37495, 22653, 25961, 8978, 3224, 426, 9154, 18863, 1863, 33546, 2288, 6055, 15042, 2304, 13672, 1829, 39182, 36274, 365, 472, 5386, 20328, 5172, 36764, 24401, 44381, 376, 9154, 16247, 25957, 41891], "avg_logprob": -0.3109681255677167, "compression_ratio": 1.3092105263157894, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2293.9, "end": 2295.2, "word": "متجه", "probability": 0.7391357421875}, {"start": 2295.2, "end": 2296.4, "word": " عمودي", "probability": 0.9759521484375}, {"start": 2296.4, "end": 2297.28, "word": " له", "probability": 0.447021484375}, {"start": 2297.28, "end": 2297.84, "word": " N", "probability": 0.45556640625}, {"start": 2297.84, "end": 2298.18, "word": " من", "probability": 0.9462890625}, {"start": 2298.18, "end": 2299.74, "word": " الإحداثيات", "probability": 0.8468831380208334}, {"start": 2299.74, "end": 2300.12, "word": " M", "probability": 0.297607421875}, {"start": 2300.12, "end": 2300.88, "word": " dimensional", "probability": 0.5712890625}, {"start": 2300.88, "end": 2301.66, "word": " يعني", "probability": 0.8798828125}, {"start": 2301.66, "end": 2301.96, "word": " كان", "probability": 0.86572265625}, {"start": 2301.96, "end": 2302.5, "word": " فيه", "probability": 0.5357666015625}, {"start": 2302.5, "end": 2302.8, "word": " N", "probability": 0.76708984375}, {"start": 2302.8, "end": 2303.14, "word": " من", "probability": 0.974609375}, {"start": 2303.14, "end": 2304.34, "word": " العناصر", "probability": 0.8463134765625}, {"start": 2304.34, "end": 2305.28, "word": " تمام", "probability": 0.6533203125}, {"start": 2305.28, "end": 2305.64, "word": " اللي", "probability": 0.56298828125}, {"start": 2305.64, "end": 2305.92, "word": " بعد", "probability": 0.86083984375}, {"start": 2305.92, "end": 2306.58, "word": " Matrix", "probability": 0.3984375}, {"start": 2306.58, "end": 2307.08, "word": " with", "probability": 0.82666015625}, {"start": 2307.08, "end": 2307.46, "word": " one", "probability": 0.87744140625}, {"start": 2307.46, "end": 2307.9, "word": " row", "probability": 0.75341796875}, {"start": 2307.9, "end": 2308.64, "word": " صف", "probability": 0.960205078125}, {"start": 2308.64, "end": 2309.26, "word": " واحد", "probability": 0.947021484375}, {"start": 2309.26, "end": 2309.98, "word": " لكن", "probability": 0.82421875}, {"start": 2309.98, "end": 2310.7, "word": " M", "probability": 0.90478515625}, {"start": 2310.7, "end": 2311.06, "word": " من", "probability": 0.984375}, {"start": 2311.06, "end": 2312.0, "word": " الأعمدة", "probability": 0.9052734375}], "temperature": 1.0}, {"id": 92, "seek": 232596, "start": 2312.26, "end": 2325.96, "text": "يبقى صف واحد و N من الأعمدة of the form Y1 Y2 يبقى صف واحد وعمودي 2 3 4 N يبقى بسميه N dimensional row vector", "tokens": [1829, 3555, 4587, 7578, 20328, 5172, 36764, 24401, 4032, 426, 9154, 16247, 25957, 41891, 295, 264, 1254, 398, 16, 398, 17, 7251, 3555, 4587, 7578, 20328, 5172, 36764, 24401, 4032, 25957, 2407, 16254, 568, 805, 1017, 426, 7251, 3555, 4587, 7578, 4724, 38251, 1829, 3224, 426, 18795, 5386, 8062], "avg_logprob": -0.2959374976158142, "compression_ratio": 1.2125984251968505, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2312.26, "end": 2312.68, "word": "يبقى", "probability": 0.673919677734375}, {"start": 2312.68, "end": 2312.9, "word": " صف", "probability": 0.6690673828125}, {"start": 2312.9, "end": 2313.54, "word": " واحد", "probability": 0.674072265625}, {"start": 2313.54, "end": 2314.02, "word": " و", "probability": 0.92138671875}, {"start": 2314.02, "end": 2314.42, "word": " N", "probability": 0.1824951171875}, {"start": 2314.42, "end": 2314.7, "word": " من", "probability": 0.93701171875}, {"start": 2314.7, "end": 2315.36, "word": " الأعمدة", "probability": 0.7975260416666666}, {"start": 2315.36, "end": 2315.7, "word": " of", "probability": 0.83544921875}, {"start": 2315.7, "end": 2315.94, "word": " the", "probability": 0.685546875}, {"start": 2315.94, "end": 2316.48, "word": " form", "probability": 0.93505859375}, {"start": 2316.48, "end": 2317.04, "word": " Y1", "probability": 0.712646484375}, {"start": 2317.04, "end": 2317.68, "word": " Y2", "probability": 0.70947265625}, {"start": 2317.68, "end": 2318.38, "word": " يبقى", "probability": 0.9237060546875}, {"start": 2318.38, "end": 2318.76, "word": " صف", "probability": 0.8046875}, {"start": 2318.76, "end": 2319.14, "word": " واحد", "probability": 0.939697265625}, {"start": 2319.14, "end": 2319.76, "word": " وعمودي", "probability": 0.84619140625}, {"start": 2319.76, "end": 2320.14, "word": " 2", "probability": 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