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+{"segments": [{"id": 1, "seek": 3915, "start": 20.7, "end": 39.16, "text": "بسم الله الرحمن الرحيم لازلنا في section تلاتة سبعة اللي بتحدث عن ال linear transformations وما درسناه سابقا تعريف ال linear transformation وعرفنا انه function من vector space إلى vector space تاني وتعقق خاصيتين", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 5296, 31377, 1211, 8315, 8978, 3541, 6055, 1211, 9307, 3660, 8608, 3555, 27884, 13672, 1829, 39894, 24401, 12984, 18871, 2423, 8213, 34852, 4032, 15042, 11778, 2288, 3794, 8315, 3224, 8608, 16758, 4587, 995, 37279, 16572, 5172, 2423, 8213, 9887, 4032, 3615, 28480, 8315, 16472, 3224, 2445, 9154, 8062, 1901, 30731, 8062, 1901, 6055, 7649, 1829, 4032, 2655, 3615, 4587, 4587, 16490, 33546, 36081, 9957], "avg_logprob": -0.13703547941671834, "compression_ratio": 1.6282722513089005, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 20.7, "end": 21.04, "word": "بسم", "probability": 0.86767578125}, {"start": 21.04, "end": 21.28, 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"tokens": [6027, 3794, 33604, 6027, 4724, 1829, 39648, 718, 314, 9154, 497, 18, 30731, 497, 17, 312, 257, 8213, 9887, 1270, 300, 4724, 5016, 1829, 12984, 16472], "avg_logprob": -0.30497683860637526, "compression_ratio": 0.9423076923076923, "no_speech_prob": 0.0, "words": [{"start": 592.46, "end": 593.02, "word": "السؤال", "probability": 0.85064697265625}, {"start": 593.02, "end": 593.66, "word": " بيقول", "probability": 0.8307291666666666}, {"start": 593.66, "end": 594.7, "word": " let", "probability": 0.2489013671875}, {"start": 594.7, "end": 596.82, "word": " T", "probability": 0.72802734375}, {"start": 596.82, "end": 597.82, "word": " من", "probability": 0.974609375}, {"start": 597.82, "end": 598.84, "word": " R3", "probability": 0.67724609375}, {"start": 598.84, "end": 599.88, "word": " إلى", "probability": 0.63525390625}, {"start": 599.88, "end": 601.08, "word": " R2", "probability": 0.9931640625}, {"start": 601.08, "end": 602.32, "word": " be", "probability": 0.1826171875}, 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0.392822265625}, {"start": 661.92, "end": 662.36, "word": " A", "probability": 0.81005859375}, {"start": 662.36, "end": 662.66, "word": " في", "probability": 0.8876953125}, {"start": 662.66, "end": 662.82, "word": " ال", "probability": 0.58837890625}, {"start": 662.82, "end": 663.24, "word": " X", "probability": 0.970703125}, {"start": 663.24, "end": 664.9, "word": " نمرى", "probability": 0.7420247395833334}, {"start": 664.9, "end": 665.16, "word": " ب", "probability": 0.91552734375}, {"start": 665.16, "end": 667.8, "word": " find", "probability": 0.1849365234375}], "temperature": 1.0}, {"id": 26, "seek": 67359, "start": 669.85, "end": 673.59, "text": "T of واحد و اتنين و تلاتة", "tokens": [51, 295, 36764, 24401, 4032, 1975, 2655, 1863, 9957, 4032, 6055, 1211, 9307, 3660], "avg_logprob": -0.3455729126930237, "compression_ratio": 0.9534883720930233, "no_speech_prob": 0.0, "words": [{"start": 669.85, "end": 670.39, "word": "T", "probability": 0.2320556640625}, {"start": 670.39, "end": 671.09, "word": " of", "probability": 0.359619140625}, {"start": 671.09, "end": 671.77, "word": " واحد", "probability": 0.871337890625}, {"start": 671.77, "end": 671.97, "word": " و", "probability": 0.865234375}, {"start": 671.97, "end": 672.59, "word": " اتنين", "probability": 0.78759765625}, {"start": 672.59, "end": 672.93, "word": " و", "probability": 0.8271484375}, {"start": 672.93, "end": 673.59, "word": " تلاتة", "probability": 0.9185791015625}], "temperature": 1.0}, {"id": 27, "seek": 73251, "start": 704.77, "end": 732.51, "text": "يبقى في عنا مثال آخر المثال الآخر كالتالي بيقول افترض في من R3 الى R2 عبارة عن Linear Transformation إذا شكل Linear Transformation هو دائما و أبدا T of X بده سواء من X هذا شكله بيقول هنا بحيث T of E1 يسوى واحد وسلم اتنين مين E1 يا مانات هذه؟", "tokens": [1829, 3555, 4587, 7578, 8978, 6225, 8315, 50113, 6027, 19753, 34740, 9673, 12984, 6027, 6024, 95, 34740, 9122, 6027, 2655, 6027, 1829, 4724, 1829, 39648, 1975, 5172, 2655, 43042, 8978, 9154, 497, 18, 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"end": 715.19, "word": " Linear", "probability": 0.6781005859375}, {"start": 715.19, "end": 716.25, "word": " Transformation", "probability": 0.88916015625}, {"start": 716.25, "end": 717.09, "word": " إذا", "probability": 0.686279296875}, {"start": 717.09, "end": 717.59, "word": " شكل", "probability": 0.947509765625}, {"start": 717.59, "end": 718.13, "word": " Linear", "probability": 0.8017578125}, {"start": 718.13, "end": 719.09, "word": " Transformation", "probability": 0.975830078125}, {"start": 719.09, "end": 719.57, "word": " هو", "probability": 0.9755859375}, {"start": 719.57, "end": 720.11, "word": " دائما", "probability": 0.8981119791666666}, {"start": 720.11, "end": 720.27, "word": " و", "probability": 0.8251953125}, {"start": 720.27, "end": 720.75, "word": " أبدا", "probability": 0.8662109375}, {"start": 720.75, "end": 721.35, "word": " T", "probability": 0.6796875}, {"start": 721.35, "end": 721.67, "word": " of", "probability": 0.63427734375}, {"start": 721.67, "end": 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و", "probability": 0.81982421875}, {"start": 1576.93, "end": 1577.29, "word": " أتوكل", "probability": 0.7222900390625}, {"start": 1577.29, "end": 1577.65, "word": " الله", "probability": 0.75146484375}], "temperature": 1.0}, {"id": 64, "seek": 159866, "start": 1578.0, "end": 1598.66, "text": "يبقى كيف بدي أعمل؟ بقولك دبر حالك كيف أدبر حالي؟ تعالى تشوف يبقى أنا بدي أجي للمطموب الأول يبقى solution بدي أجي لنمرق ايه الآن ال dimension لل R2 كده شو ساوي؟", "tokens": [1829, 3555, 4587, 7578, 9122, 33911, 4724, 16254, 5551, 25957, 1211, 22807, 4724, 39648, 4117, 11778, 26890, 11331, 6027, 4117, 9122, 33911, 5551, 3215, 26890, 11331, 6027, 1829, 22807, 37279, 6027, 7578, 6055, 8592, 38688, 7251, 3555, 4587, 7578, 41850, 4724, 16254, 5551, 7435, 1829, 5296, 19528, 9566, 2304, 2407, 3555, 16247, 12610, 7251, 3555, 4587, 7578, 3827, 4724, 16254, 5551, 7435, 1829, 5296, 1863, 29973, 4587, 1975, 1829, 3224, 6024, 48506, 2423, 10139, 24976, 497, 17, 9122, 3215, 3224, 13412, 2407, 8608, 995, 45865, 22807], "avg_logprob": -0.2819683853237108, "compression_ratio": 1.6242424242424243, "no_speech_prob": 0.0, "words": [{"start": 1578.0, "end": 1578.54, "word": "يبقى", "probability": 0.675689697265625}, {"start": 1578.54, "end": 1578.84, "word": " كيف", "probability": 0.947021484375}, {"start": 1578.84, "end": 1579.1, "word": " بدي", "probability": 0.6630859375}, {"start": 1579.1, "end": 1579.84, "word": " أعمل؟", "probability": 0.8160400390625}, {"start": 1579.84, "end": 1580.46, "word": " بقولك", "probability": 0.8465169270833334}, {"start": 1580.46, "end": 1581.1, "word": " دبر", "probability": 0.4990234375}, {"start": 1581.1, "end": 1581.68, "word": " حالك", "probability": 0.9599609375}, {"start": 1581.68, "end": 1582.36, "word": " كيف", "probability": 0.882080078125}, {"start": 1582.36, "end": 1582.74, "word": " أدبر", "probability": 0.8663736979166666}, {"start": 1582.74, "end": 1583.2, "word": " حالي؟", "probability": 0.883056640625}, {"start": 1583.2, "end": 1583.56, "word": " تعالى", "probability": 0.888671875}, {"start": 1583.56, "end": 1583.82, "word": " تشوف", "probability": 0.7682291666666666}, {"start": 1583.82, "end": 1585.0, "word": " يبقى", "probability": 0.8824462890625}, {"start": 1585.0, "end": 1585.28, "word": " أنا", "probability": 0.6669921875}, {"start": 1585.28, "end": 1585.54, "word": " بدي", "probability": 0.4373779296875}, {"start": 1585.54, "end": 1585.84, "word": " أجي", "probability": 0.6876627604166666}, {"start": 1585.84, "end": 1586.62, "word": " للمطموب", "probability": 0.7816569010416666}, {"start": 1586.62, "end": 1587.04, "word": " الأول", "probability": 0.989990234375}, {"start": 1587.04, "end": 1587.42, "word": " يبقى", "probability": 0.847412109375}, {"start": 1587.42, "end": 1588.22, "word": " solution", "probability": 0.9248046875}, {"start": 1588.22, "end": 1591.8, "word": " بدي", "probability": 0.87158203125}, {"start": 1591.8, "end": 1591.98, "word": " أجي", "probability": 0.9602864583333334}, {"start": 1591.98, "end": 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بدى يكون فيه كداش عنصرين two vectors only الان باجى بقول since بما ان ال dimension ل ال R2 بدى يساوي اتنين يبجى we have", "tokens": [4117, 3215, 33599, 22807, 1975, 2655, 1863, 9957, 5296, 28814, 1829, 8592, 16472, 2423, 3832, 5143, 36764, 24401, 4032, 17182, 4032, 17182, 4032, 36764, 24401, 37495, 22653, 18871, 9381, 2288, 9957, 7251, 3555, 7435, 7578, 1975, 1829, 5143, 1975, 34740, 47525, 7578, 7251, 30544, 8978, 3224, 9122, 3215, 33599, 18871, 9381, 2288, 9957, 732, 18875, 787, 2423, 7649, 4724, 26108, 7578, 4724, 39648, 1670, 4724, 15042, 16472, 2423, 10139, 5296, 2423, 497, 17, 47525, 7578, 7251, 3794, 995, 45865, 1975, 2655, 1863, 9957, 7251, 3555, 7435, 7578, 321, 362], "avg_logprob": -0.2946180479394065, "compression_ratio": 1.6080402010050252, "no_speech_prob": 0.0, "words": [{"start": 1600.27, "end": 1601.33, "word": "كداش؟", "probability": 0.5961532592773438}, {"start": 1601.33, "end": 1601.71, "word": " اتنين", "probability": 0.6511993408203125}, {"start": 1601.71, "end": 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2131.53, "word": " اتنين", "probability": 0.9825439453125}, {"start": 2131.53, "end": 2132.17, "word": " سالب", "probability": 0.9886067708333334}, {"start": 2132.17, "end": 2132.79, "word": " واحد", "probability": 0.99462890625}, {"start": 2132.79, "end": 2133.65, "word": " بالشكل", "probability": 0.9524739583333334}, {"start": 2133.65, "end": 2133.83, "word": " اللي", "probability": 0.89404296875}, {"start": 2133.83, "end": 2134.43, "word": " عندنا", "probability": 0.838134765625}, {"start": 2134.43, "end": 2134.81, "word": " هنا", "probability": 0.8994140625}], "temperature": 1.0}, {"id": 89, "seek": 215036, "start": 2135.44, "end": 2150.36, "text": "يبقى هذه معادلة مصفوفية حاصل ضرب two matrices يساوي main matrix بدي أعرف قداش من المصفوفة A كيف بدي أجيب المصفوفة A؟", "tokens": [1829, 3555, 4587, 7578, 29538, 20449, 18513, 37977, 3714, 9381, 5172, 38688, 10632, 11331, 33546, 1211, 48812, 25513, 732, 32284, 7251, 3794, 995, 45865, 2135, 8141, 4724, 16254, 5551, 3615, 28480, 12174, 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