diff --git "a/PL9fwy3NUQKwZCbh9PqVo5c2caNsH3zdsW/THJZW8I9ltk_raw.json" "b/PL9fwy3NUQKwZCbh9PqVo5c2caNsH3zdsW/THJZW8I9ltk_raw.json" new file mode 100644--- /dev/null +++ "b/PL9fwy3NUQKwZCbh9PqVo5c2caNsH3zdsW/THJZW8I9ltk_raw.json" @@ -0,0 +1 @@ +{"segments": [{"id": 1, "seek": 4453, "start": 21.11, "end": 44.53, "text": "بسم الله الرحمن الرحيم طب يا بنات ال .. كان عندكوا السبوع الماضي أنتوا إجازة و احنا انقطعنا شوية عن المادة ولكن يعني طبعا بتكونوا تعذروني أنا صوتي عشان أنا مريض بصراحة انا كام من اليوم فعذروني شوية المهم احنا نكمل باللي بدأنا فيه وصلنا لمحاضرة السابقة لعندي انه كيف نكتب ال auto-regressive", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 23032, 3555, 35186, 4724, 8315, 2655, 2423, 4386, 25961, 43242, 4117, 14407, 21136, 3555, 45367, 9673, 46958, 1829, 14739, 2655, 14407, 11933, 7435, 31377, 3660, 4032, 1975, 5016, 8315, 16472, 47432, 3615, 8315, 13412, 2407, 10632, 18871, 9673, 18513, 3660, 35525, 19452, 37495, 22653, 23032, 3555, 3615, 995, 39894, 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وعارفين هذا الكلام واضح اه طيب under the stationary condition يا بناتي ففي الحالة هذه نستطيع عند اللي هو ال stationary condition ان نعبر عنها على صيغة mean هذه moving average infinity صح؟ كيف؟", "tokens": [2407, 6027, 12984, 36081, 995, 39896, 2423, 26110, 2423, 1668, 6055, 3555, 3615, 11296, 1249, 4032, 2304, 15040, 5016, 19913, 9957, 27188, 2288, 4587, 20666, 3794, 6027, 3555, 4032, 20666, 2304, 29245, 3555, 4032, 3615, 9640, 5172, 9957, 23758, 2423, 28820, 10943, 4032, 46958, 5016, 1975, 3224, 23032, 1829, 3555, 833, 264, 30452, 4188, 35186, 4724, 8315, 31371, 6156, 41185, 21542, 6027, 3660, 29538, 8717, 14851, 9566, 40228, 43242, 13672, 1829, 31439, 2423, 30452, 4188, 16472, 8717, 3615, 3555, 2288, 18871, 11296, 15844, 20328, 1829, 17082, 3660, 914, 29538, 2684, 4274, 13202, 20328, 5016, 22807, 9122, 33911, 22807], "avg_logprob": -0.2514204563516559, "compression_ratio": 1.572549019607843, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 827.9, "end": 828.68, "word": 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إلى moving average infinity تضرب الطرفين بمين؟ في معكوس الفا إذا بصف XT لإن المعكوس بطير المعكوية دي فبصف XT هي عبارة عن إيهاش معكوس الفا يضرب مين؟ ال theta شو رأيكوا أسميه Psi هيك", "tokens": [1829, 15040, 5296, 15042, 8717, 30544, 6024, 48506, 31767, 1829, 17082, 3660, 16247, 12610, 7649, 10632, 39896, 13672, 1829, 2423, 9719, 39894, 2655, 5016, 31747, 5551, 2304, 10943, 4117, 9122, 33911, 6055, 5016, 12610, 2407, 11296, 30731, 2684, 4274, 13202, 6055, 11242, 25513, 41950, 28480, 9957, 4724, 2304, 9957, 22807, 8978, 20449, 4117, 41779, 27188, 995, 11933, 15730, 4724, 9381, 5172, 1783, 51, 5296, 28814, 1863, 9673, 3615, 4117, 41779, 4724, 9566, 13546, 9673, 3615, 4117, 2407, 10632, 11778, 1829, 6156, 3555, 9381, 5172, 1783, 51, 39896, 6225, 3555, 9640, 3660, 18871, 11933, 1829, 3224, 33599, 20449, 4117, 41779, 27188, 995, 7251, 11242, 25513, 3714, 9957, 22807, 2423, 9725, 13412, 2407, 12602, 10721, 1829, 4117, 14407, 5551, 38251, 1829, 3224, 430, 7691, 39896, 4117], "avg_logprob": 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1007.6, "text": "والثي تعرفين ال coefficients بتسوّف بقى وصلة نعمل ال slides التانية هيو اذا هو كاتب ال exam انت شايفه similar to your autoregressive model situation the coefficients psi I can be derived by equating the coefficients of the relation هيواضحة الان مافي داعي اجوم اللغة ولكن انتوا فاهمين هذا عبارة عن مين يلا شو هذا", "tokens": [2407, 6027, 12984, 1829, 6055, 3615, 28480, 9957, 2423, 31994, 39894, 3794, 2407, 11703, 5172, 4724, 4587, 7578, 4032, 36520, 3660, 8717, 25957, 1211, 2423, 9788, 16712, 7649, 10632, 39896, 2407, 1975, 15730, 31439, 9122, 9307, 3555, 2423, 1139, 16472, 2655, 13412, 995, 33911, 3224, 2531, 281, 428, 1476, 418, 3091, 488, 2316, 2590, 264, 31994, 20304, 286, 393, 312, 18949, 538, 1267, 990, 264, 31994, 295, 264, 9721, 39896, 2407, 46958, 5016, 3660, 2423, 7649, 19446, 41185, 11778, 45761, 1829, 1975, 7435, 20498, 13672, 17082, 3660, 35525, 19452, 16472, 2655, 14407, 6156, 995, 16095, 9957, 23758, 6225, 3555, 9640, 3660, 18871, 3714, 9957, 7251, 15040, 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matrix", "probability": 0.93505859375}, {"start": 1429.03, "end": 1429.33, "word": " n", "probability": 0.398681640625}, {"start": 1429.33, "end": 1429.73, "word": " بn", "probability": 0.6171875}, {"start": 1429.73, "end": 1430.77, "word": " matrix", "probability": 0.64013671875}, {"start": 1430.77, "end": 1431.57, "word": " صفوفة", "probability": 0.9742431640625}], "temperature": 1.0}, {"id": 57, "seek": 146023, "start": 1432.65, "end": 1460.23, "text": "الـB بنيت هو الـ coefficients والعددهم N الـ X هو متغيرات vector متغيرات عددها N فكيف نجيبهم بطريقة ال grammar طريقة ال grammar شو بتقول أن ال XI اللي هي عبارة عن ال determinant للـ AI على ال determinant لل A", "tokens": [6027, 39184, 33, 4724, 22653, 2655, 31439, 2423, 39184, 31994, 16070, 22488, 3215, 16095, 426, 2423, 39184, 1783, 31439, 44650, 17082, 13546, 9307, 8062, 44650, 17082, 13546, 9307, 6225, 3215, 3215, 11296, 426, 6156, 4117, 33911, 8717, 7435, 1829, 3555, 16095, 4724, 9566, 16572, 28671, 2423, 22317, 23032, 16572, 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"probability": 0.794189453125}, {"start": 1807.15, "end": 1808.43, "word": " نحن؟", "probability": 0.8499755859375}, {"start": 1808.43, "end": 1808.57, "word": " مع", "probability": 0.92236328125}, {"start": 1808.57, "end": 1809.17, "word": " تحييد", "probability": 0.91845703125}, {"start": 1809.17, "end": 1810.67, "word": " لمين؟", "probability": 0.8792317708333334}, {"start": 1810.67, "end": 1811.45, "word": " للزمانين", "probability": 0.82021484375}, {"start": 1811.45, "end": 1811.65, "word": " اللي", "probability": 0.97705078125}, {"start": 1811.65, "end": 1812.75, "word": " بينهم،", "probability": 0.91943359375}, {"start": 1812.75, "end": 1813.65, "word": " مفهوم؟", "probability": 0.873046875}, {"start": 1813.65, "end": 1814.25, "word": " تحييد", "probability": 0.983154296875}, {"start": 1814.25, "end": 1814.71, "word": " يعني", "probability": 0.73974609375}, {"start": 1814.71, "end": 1815.41, "word": " هدولة", "probability": 0.84259033203125}, {"start": 1815.41, "end": 1815.79, "word": " ما", "probability": 0.638671875}, {"start": 1815.79, "end": 1816.21, "word": " همش", "probability": 0.5578206380208334}, {"start": 1816.21, "end": 1816.71, "word": " علاقة", "probability": 0.9864908854166666}, {"start": 1816.71, "end": 1817.69, "word": " بالارتباطات", "probability": 0.9900716145833334}, {"start": 1817.69, "end": 1817.91, "word": " اللي", "probability": 0.963134765625}, {"start": 1817.91, "end": 1818.09, "word": " انا", "probability": 0.822265625}, {"start": 1818.09, "end": 1818.51, "word": " عمري", "probability": 0.8582356770833334}, {"start": 1818.51, "end": 1819.13, "word": " بعملهم", "probability": 0.957763671875}], "temperature": 1.0}, {"id": 72, "seek": 184884, "start": 1819.56, "end": 1848.84, "text": "في الحالة هذه الشغل هذا عشان بحيانة في الحياة العملية بالزمن تلجأ إلى ما يعرف من مين بال partial autocorrelation function يبقى ال partial autocorrelation function هو عبارة عن major للcorrelation between two random variables XT و XT زاد H عند ال different legs تبعون ال H after removing linear dependency of مين XT زاد واحد لحد مين XT", "tokens": [41185, 21542, 6027, 3660, 29538, 25124, 17082, 1211, 23758, 6225, 8592, 7649, 4724, 5016, 1829, 7649, 3660, 8978, 21542, 25528, 3660, 18863, 42213, 10632, 20666, 11622, 27842, 6055, 1211, 7435, 10721, 30731, 19446, 37495, 28480, 9154, 3714, 9957, 20666, 14641, 45833, 284, 4419, 399, 2445, 7251, 3555, 4587, 7578, 2423, 14641, 45833, 284, 4419, 399, 2445, 31439, 6225, 3555, 9640, 3660, 18871, 2563, 24976, 19558, 4419, 399, 1296, 732, 4974, 9102, 1783, 51, 4032, 1783, 51, 30767, 18513, 389, 43242, 2423, 819, 5668, 6055, 3555, 3615, 11536, 2423, 389, 934, 12720, 8213, 33621, 295, 3714, 9957, 1783, 51, 30767, 18513, 36764, 24401, 5296, 24401, 3714, 9957, 1783, 51], "avg_logprob": -0.245269489944528, "compression_ratio": 1.6715867158671587, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 1819.56, "end": 1819.78, "word": "في", "probability": 0.54541015625}, {"start": 1819.78, "end": 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{"start": 1837.24, "end": 1837.64, "word": " XT", "probability": 0.69287109375}, {"start": 1837.64, "end": 1838.0, "word": " زاد", "probability": 0.424072265625}, {"start": 1838.0, "end": 1838.28, "word": " H", "probability": 0.92822265625}, {"start": 1838.28, "end": 1838.92, "word": " عند", "probability": 0.97216796875}, {"start": 1838.92, "end": 1839.06, "word": " ال", "probability": 0.5693359375}, {"start": 1839.06, "end": 1839.38, "word": " different", "probability": 0.904296875}, {"start": 1839.38, "end": 1839.76, "word": " legs", "probability": 0.771484375}, {"start": 1839.76, "end": 1840.14, "word": " تبعون", "probability": 0.90966796875}, {"start": 1840.14, "end": 1840.3, "word": " ال", "probability": 0.87451171875}, {"start": 1840.3, "end": 1840.54, "word": " H", "probability": 0.51513671875}, {"start": 1840.54, "end": 1841.38, "word": " after", "probability": 0.791015625}, {"start": 1841.38, "end": 1842.04, "word": " removing", "probability": 0.86376953125}, {"start": 1842.04, "end": 1842.52, "word": " linear", "probability": 0.389404296875}, {"start": 1842.52, "end": 1843.32, "word": " dependency", "probability": 0.86962890625}, {"start": 1843.32, "end": 1844.14, "word": " of", "probability": 0.8515625}, {"start": 1844.14, "end": 1844.52, "word": " مين", "probability": 0.6219482421875}, {"start": 1844.52, "end": 1845.74, "word": " XT", "probability": 0.766357421875}, {"start": 1845.74, "end": 1846.1, "word": " زاد", "probability": 0.902587890625}, {"start": 1846.1, "end": 1846.62, "word": " واحد", "probability": 0.78076171875}, {"start": 1846.62, "end": 1847.26, "word": " لحد", "probability": 0.944091796875}, {"start": 1847.26, "end": 1847.72, "word": " مين", "probability": 0.6593017578125}, {"start": 1847.72, "end": 1848.84, "word": " XT", "probability": 0.91162109375}], "temperature": 1.0}, {"id": 73, "seek": 187752, "start": 1849.08, "end": 1877.52, "text": "زاد H ناقص واحد واضح الفكرة الآن ففي الحالة هذه ال partial order correlation function represent ايه عشر conditional correlation conditional correlation شو يعني conditional correlation ليش لأن هو ال correlation بين مين ومين XT وXT زاد واحد زاد TZH given وcontrol اللي هو مين removed", "tokens": [11622, 18513, 389, 8717, 995, 4587, 9381, 36764, 24401, 4032, 46958, 5016, 27188, 4117, 25720, 6024, 48506, 6156, 41185, 21542, 6027, 3660, 29538, 2423, 14641, 1668, 20009, 2445, 2906, 1975, 1829, 3224, 6225, 8592, 2288, 27708, 20009, 27708, 20009, 13412, 2407, 37495, 22653, 27708, 20009, 32239, 8592, 5296, 33456, 31439, 2423, 20009, 49374, 3714, 9957, 4032, 2304, 9957, 1783, 51, 4032, 20542, 30767, 18513, 36764, 24401, 30767, 18513, 314, 57, 39, 2212, 4032, 40905, 13672, 1829, 31439, 3714, 9957, 7261], "avg_logprob": -0.3748071046523106, "compression_ratio": 1.7110091743119267, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1849.08, "end": 1849.54, "word": "زاد", "probability": 0.50830078125}, {"start": 1849.54, "end": 1849.72, "word": " H", "probability": 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"probability": 0.560546875}, {"start": 1856.0, "end": 1856.88, "word": " function", "probability": 0.93212890625}, {"start": 1856.88, "end": 1857.84, "word": " represent", "probability": 0.88037109375}, {"start": 1857.84, "end": 1858.18, "word": " ايه", "probability": 0.64801025390625}, {"start": 1858.18, "end": 1858.46, "word": " عشر", "probability": 0.5354817708333334}, {"start": 1858.46, "end": 1859.26, "word": " conditional", "probability": 0.71875}, {"start": 1859.26, "end": 1860.4, "word": " correlation", "probability": 0.79638671875}, {"start": 1860.4, "end": 1860.98, "word": " conditional", "probability": 0.4296875}, {"start": 1860.98, "end": 1861.94, "word": " correlation", "probability": 0.947265625}, {"start": 1861.94, "end": 1862.58, "word": " شو", "probability": 0.4190673828125}, {"start": 1862.58, "end": 1862.8, "word": " يعني", "probability": 0.9619140625}, {"start": 1862.8, "end": 1863.28, "word": " conditional", "probability": 0.95751953125}, {"start": 1863.28, "end": 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1870.22, "word": " واحد", "probability": 0.8798828125}, {"start": 1870.22, "end": 1870.9, "word": " زاد", "probability": 0.746826171875}, {"start": 1870.9, "end": 1872.7, "word": " TZH", "probability": 0.4141031901041667}, {"start": 1872.7, "end": 1873.16, "word": " given", "probability": 0.57958984375}, {"start": 1873.16, "end": 1875.24, "word": " وcontrol", "probability": 0.665283203125}, {"start": 1875.24, "end": 1875.94, "word": " اللي", "probability": 0.945556640625}, {"start": 1875.94, "end": 1876.18, "word": " هو", "probability": 0.95849609375}, {"start": 1876.18, "end": 1876.56, "word": " مين", "probability": 0.97900390625}, {"start": 1876.56, "end": 1877.52, "word": " removed", "probability": 0.389404296875}], "temperature": 1.0}, {"id": 74, "seek": 190439, "start": 1877.73, "end": 1904.39, "text": "لما نقول given، شون ا give in؟ يعني بشرط ان هدول ما قال هو مش موجودين عليا ولذلك هنشوف ان شاء الله بالنسبة ل ال conditional اللي هو correlation كيف تعريفه في ال slide الجاية هلأ بالنسبة ل ال correlation عادي اللي انتوا تعرفوه مافيش conditional لما انا بدأ أسأل واحدة منكم مين تعرف ال correlation coefficient؟", "tokens": [1211, 15042, 8717, 39648, 2212, 12399, 13412, 11536, 1975, 976, 294, 22807, 37495, 22653, 4724, 46309, 9566, 16472, 8032, 3215, 12610, 19446, 50239, 31439, 37893, 3714, 29245, 23328, 9957, 11203, 25528, 35525, 8848, 23275, 8032, 1863, 8592, 38688, 16472, 13412, 16606, 21984, 20666, 1863, 35457, 3660, 5296, 2423, 27708, 13672, 1829, 31439, 20009, 9122, 33911, 37279, 16572, 5172, 3224, 8978, 2423, 4137, 25724, 995, 10632, 8032, 1211, 10721, 20666, 1863, 35457, 3660, 5296, 2423, 20009, 6225, 995, 16254, 13672, 1829, 16472, 2655, 14407, 37279, 28480, 2407, 3224, 19446, 41185, 8592, 27708, 5296, 15042, 1975, 8315, 47525, 10721, 5551, 3794, 10721, 1211, 36764, 24401, 3660, 9154, 24793, 3714, 9957, 37279, 28480, 2423, 20009, 17619, 22807], "avg_logprob": -0.2570652116899905, "compression_ratio": 1.8244274809160306, "no_speech_prob": 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هلأ", "probability": 0.5581868489583334}, {"start": 1893.95, "end": 1894.41, "word": " بالنسبة", "probability": 0.994384765625}, {"start": 1894.41, "end": 1894.55, "word": " ل", "probability": 0.75439453125}, {"start": 1894.55, "end": 1894.67, "word": " ال", "probability": 0.5712890625}, {"start": 1894.67, "end": 1895.11, "word": " correlation", "probability": 0.9560546875}, {"start": 1895.11, "end": 1895.63, "word": " عادي", "probability": 0.8671875}, {"start": 1895.63, "end": 1895.77, "word": " اللي", "probability": 0.945068359375}, {"start": 1895.77, "end": 1895.99, "word": " انتوا", "probability": 0.6704915364583334}, {"start": 1895.99, "end": 1896.81, "word": " تعرفوه", "probability": 0.9615478515625}, {"start": 1896.81, "end": 1897.21, "word": " مافيش", "probability": 0.7953287760416666}, {"start": 1897.21, "end": 1897.81, "word": " conditional", "probability": 0.92626953125}, {"start": 1897.81, "end": 1899.71, "word": " لما", "probability": 0.57080078125}, {"start": 1899.71, "end": 1899.91, "word": " انا", "probability": 0.709228515625}, {"start": 1899.91, "end": 1900.17, "word": " بدأ", "probability": 0.708740234375}, {"start": 1900.17, "end": 1900.37, "word": " أسأل", "probability": 0.81378173828125}, {"start": 1900.37, "end": 1900.65, "word": " واحدة", "probability": 0.9762369791666666}, {"start": 1900.65, "end": 1900.99, "word": " منكم", "probability": 0.805419921875}, {"start": 1900.99, "end": 1901.51, "word": " مين", "probability": 0.7744140625}, {"start": 1901.51, "end": 1901.89, "word": " تعرف", "probability": 0.730712890625}, {"start": 1901.89, "end": 1902.11, "word": " ال", "probability": 0.8662109375}, {"start": 1902.11, "end": 1903.11, "word": " correlation", "probability": 0.9013671875}, {"start": 1903.11, "end": 1904.39, "word": " coefficient؟", "probability": 0.92333984375}], "temperature": 1.0}, {"id": 75, "seek": 193050, "start": 1904.66, "end": 1930.5, "text": "هو ال correlation function عفوا، هو عبارة عن مين؟ تعريفه، هو ال correlation بين مين مين؟ XT و XT زاداشر، في given؟ لأ، بدون given، يعني ما له؟ Unconditional، ماشي، يجب يعرفنا الفرق بينهم، الفرق واحد بيحيدلي أزمن اللي بينهم على و هو البارشة، واحد بيدخلهم على و هو ال correlation، علم؟", "tokens": [3224, 2407, 2423, 20009, 2445, 6225, 5172, 14407, 12399, 31439, 6225, 3555, 9640, 3660, 18871, 3714, 9957, 22807, 37279, 16572, 5172, 3224, 12399, 31439, 2423, 20009, 49374, 3714, 9957, 3714, 9957, 22807, 1783, 51, 4032, 1783, 51, 30767, 18513, 33599, 2288, 12399, 8978, 2212, 22807, 5296, 10721, 12399, 47525, 11536, 2212, 12399, 37495, 22653, 19446, 46740, 22807, 1156, 18882, 2628, 12399, 3714, 33599, 1829, 12399, 7251, 7435, 3555, 37495, 28480, 8315, 27188, 2288, 4587, 49374, 16095, 12399, 27188, 2288, 4587, 36764, 24401, 4724, 1829, 5016, 25708, 20292, 5551, 11622, 27842, 13672, 1829, 49374, 16095, 15844, 4032, 31439, 29739, 9640, 8592, 3660, 12399, 36764, 24401, 4724, 25708, 9778, 1211, 16095, 15844, 4032, 31439, 2423, 20009, 12399, 6225, 19528, 22807], 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"end": 1922.26, "word": " الفرق", "probability": 0.9519856770833334}, {"start": 1922.26, "end": 1923.06, "word": " واحد", "probability": 0.7042236328125}, {"start": 1923.06, "end": 1923.94, "word": " بيحيدلي", "probability": 0.82177734375}, {"start": 1923.94, "end": 1925.1, "word": " أزمن", "probability": 0.818359375}, {"start": 1925.1, "end": 1925.36, "word": " اللي", "probability": 0.9501953125}, {"start": 1925.36, "end": 1926.06, "word": " بينهم", "probability": 0.958251953125}, {"start": 1926.06, "end": 1926.24, "word": " على", "probability": 0.4775390625}, {"start": 1926.24, "end": 1926.36, "word": " و", "probability": 0.5859375}, {"start": 1926.36, "end": 1926.52, "word": " هو", "probability": 0.919921875}, {"start": 1926.52, "end": 1927.72, "word": " البارشة،", "probability": 0.764892578125}, {"start": 1927.72, "end": 1928.0, "word": " واحد", "probability": 0.8994140625}, {"start": 1928.0, "end": 1928.72, "word": " بيدخلهم", "probability": 0.88759765625}, {"start": 1928.72, 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