{"text": "叮咚棒棒。今天我們帶來MOS團隊出品的MOS Transcribe Diaryce 模型。0.9B小模型,卻能適配多說話人場景。話不多說,直接看應用樣例。我們先看這個接近40分鐘的單說話人會議場景。能看到這個識別精度還有打軸的準確率都是比較高的。It's called Attention Residual,Block Attention Residual,on the right hand side。這裡像Attention Residual這種名詞也能識別準。不過像Mion優化器這種出現率比較低的名詞,就識別稍差一點。And it's back,and now we scale an open source Mion click。然後看這個35分鐘的多說話人會議場景。後來我意識到一個問題就是他和之前的這種。但是我相信只有用過OpenCloud。我感覺首先可能。然後另外一個我對。順著這個剛剛一直在討論。能看到這五個人基本上都能對上。有一些專業名詞稍有混淆。像這裡的OpenCloud轉入成OpenCloud。還有Harness轉入成Hardest。隨著像Skills啊或者Harness這些大家。其實影響不太大。科技名詞更新太快了。最後的話,看這個有12個說話人的遊戲錄品。你們也有男朋友嗎?5個好像是。能看到都穩定分隔開來了。不過後面出現了S13和S14兩個多餘的說話人。這兩個說話人之前是已經被識別為了S5和S6的。但考慮到模型才0.9B,整體還是假不掩餘的。如果大家用官方提供的WebUI的話,還有比較方便的導出功能。包括設置特定格式等等。方便各位後續的處理。最後看一下官方的客觀指標。最後看一下官方的客觀指標。能看到這個小模型甚至能幹過許多大廠必源模型。並且能看到他們還提供了一個Pro版本。Pro版本不僅性能更強。而且MOS官方還提供了網站。支持在線使用或者調用API使用。網站我放到簡介和置頂評論裡了。歡迎大家多多使用。大家也可以結合其他阿婆主的視頻去看。大家都對MOS Transcribe Diaries給出了比較正面的評價。歡迎大家到官網使用。我們下期視頻再見。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。我們下期視頻。", "segments": [{"id": 0, "seek": 0, "start": 0.0, "end": 1.8, "text": "叮咚棒棒。", "tokens": [50365, 2129, 106, 8975, 248, 23514, 23514, 1543, 50455], "temperature": 0, "avg_logprob": -0.2377655029296875, "compression_ratio": 1.2578796561604584, "no_speech_prob": 1.4632333539266185e-11}, {"id": 1, "seek": 0, "start": 1.8, "end": 5.6000000000000005, "text": "今天我們帶來MOS團隊出品的MOS Transcribe Diaryce 模型。", "tokens": [50455, 12074, 5884, 32379, 3763, 44, 4367, 37766, 33929, 7781, 30246, 1546, 44, 4367, 6531, 8056, 8789, 822, 384, 220, 41908, 39823, 1543, 50645], "temperature": 0, "avg_logprob": -0.2377655029296875, "compression_ratio": 1.2578796561604584, "no_speech_prob": 1.4632333539266185e-11}, {"id": 2, "seek": 0, "start": 5.6000000000000005, "end": 9.4, "text": "0.9B小模型,卻能適配多說話人場景。", "tokens": [50645, 15, 13, 24, 33, 7322, 41908, 39823, 11, 5322, 119, 8225, 3330, 102, 38846, 6392, 4622, 11103, 4035, 21446, 50218, 1543, 50835], "temperature": 0, "avg_logprob": -0.2377655029296875, "compression_ratio": 1.2578796561604584, "no_speech_prob": 1.4632333539266185e-11}, {"id": 3, "seek": 0, "start": 9.4, "end": 12.1, "text": "話不多說,直接看應用樣例。", "tokens": [50835, 11103, 33364, 4622, 11, 43297, 4200, 20481, 9254, 6180, 17797, 1543, 50970], "temperature": 0, "avg_logprob": -0.2377655029296875, "compression_ratio": 1.2578796561604584, "no_speech_prob": 1.4632333539266185e-11}, {"id": 4, "seek": 0, "start": 12.1, "end": 15.8, "text": "我們先看這個接近40分鐘的單說話人會議場景。", "tokens": [50970, 5884, 10108, 4200, 6287, 14468, 17463, 5254, 32611, 1546, 24227, 4622, 11103, 4035, 6236, 24686, 21446, 50218, 1543, 51155], "temperature": 0, "avg_logprob": -0.2377655029296875, "compression_ratio": 1.2578796561604584, "no_speech_prob": 1.4632333539266185e-11}, {"id": 5, "seek": 0, "start": 15.8, "end": 19.400000000000002, "text": "能看到這個識別精度還有打軸的準確率都是比較高的。", "tokens": [51155, 8225, 18032, 6287, 43143, 16158, 34910, 13127, 15569, 12467, 14454, 116, 1546, 28220, 24293, 44866, 22796, 25174, 12979, 1546, 1543, 51335], "temperature": 0, "avg_logprob": -0.2377655029296875, "compression_ratio": 1.2578796561604584, "no_speech_prob": 1.4632333539266185e-11}, {"id": 6, "seek": 0, "start": 19.400000000000002, "end": 24.6, "text": "It's called Attention Residual,Block Attention Residual,on the right hand side。", "tokens": [51335, 3522, 311, 1219, 31858, 5015, 327, 901, 11, 33, 4102, 31858, 5015, 327, 901, 11, 266, 264, 558, 1011, 1252, 1543, 51595], "temperature": 0, "avg_logprob": -0.2377655029296875, "compression_ratio": 1.2578796561604584, "no_speech_prob": 1.4632333539266185e-11}, {"id": 7, "seek": 0, "start": 24.6, "end": 28.0, "text": "這裡像Attention Residual這種名詞也能識別準。", "tokens": [51595, 18771, 12760, 38151, 1251, 5015, 327, 901, 33005, 15940, 6716, 252, 6404, 8225, 43143, 16158, 28220, 1543, 51765], "temperature": 0, "avg_logprob": -0.2377655029296875, "compression_ratio": 1.2578796561604584, "no_speech_prob": 1.4632333539266185e-11}, {"id": 8, "seek": 2800, "start": 28.0, "end": 32.4, "text": "不過像Mion優化器這種出現率比較低的名詞,就識別稍差一點。", "tokens": [50365, 28193, 12760, 44, 313, 12827, 103, 23756, 34386, 33005, 7781, 9581, 44866, 25174, 41377, 1546, 15940, 6716, 252, 11, 3111, 43143, 16158, 10415, 235, 21679, 19202, 1543, 50585], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 9, "seek": 2800, "start": 32.4, "end": 36.4, "text": "And it's back,and now we scale an open source Mion click。", "tokens": [50585, 5289, 309, 311, 646, 11, 474, 586, 321, 4373, 364, 1269, 4009, 376, 313, 2052, 1543, 50785], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 10, "seek": 2800, "start": 36.4, "end": 39.8, "text": "然後看這個35分鐘的多說話人會議場景。", "tokens": [50785, 10213, 4200, 6287, 8794, 32611, 1546, 6392, 4622, 11103, 4035, 6236, 24686, 21446, 50218, 1543, 50955], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 11, "seek": 2800, "start": 39.8, "end": 43.8, "text": "後來我意識到一個問題就是他和之前的這種。", "tokens": [50955, 5661, 3763, 1654, 9042, 43143, 4511, 8990, 17197, 5620, 5000, 12565, 32442, 1546, 33005, 1543, 51155], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 12, "seek": 2800, "start": 43.8, "end": 46.400000000000006, "text": "但是我相信只有用過OpenCloud。", "tokens": [51155, 11189, 1654, 35428, 35244, 9254, 8816, 45569, 32787, 1543, 51285], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 13, "seek": 2800, "start": 46.400000000000006, "end": 48.400000000000006, "text": "我感覺首先可能。", "tokens": [51285, 1654, 31742, 36490, 16657, 1543, 51385], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 14, "seek": 2800, "start": 48.400000000000006, "end": 49.6, "text": "然後另外一個我對。", "tokens": [51385, 10213, 26202, 8990, 1654, 2855, 1543, 51445], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 15, "seek": 2800, "start": 49.6, "end": 51.8, "text": "順著這個剛剛一直在討論。", "tokens": [51445, 8313, 228, 19382, 6287, 32795, 34448, 3581, 5396, 236, 29340, 1543, 51555], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 16, "seek": 2800, "start": 51.8, "end": 54.0, "text": "能看到這五個人基本上都能對上。", "tokens": [51555, 8225, 18032, 2664, 21001, 40104, 37946, 5708, 7182, 8225, 2855, 5708, 1543, 51665], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 17, "seek": 2800, "start": 54.0, "end": 56.0, "text": "有一些專業名詞稍有混淆。", "tokens": [51665, 32241, 13824, 46072, 27119, 15940, 6716, 252, 10415, 235, 2412, 48640, 14176, 228, 1543, 51765], "temperature": 0, "avg_logprob": -0.2659429249010588, "compression_ratio": 1.2371967654986522, "no_speech_prob": 1.9302026990630772e-11}, {"id": 18, "seek": 5600, "start": 56.0, "end": 58.4, "text": "像這裡的OpenCloud轉入成OpenCloud。", "tokens": [50365, 12760, 18771, 1546, 45569, 32787, 32739, 14028, 11336, 45569, 32787, 1543, 50485], "temperature": 0, "avg_logprob": -0.17417295773824057, "compression_ratio": 1.1105769230769231, "no_speech_prob": 2.563287429535599e-11}, {"id": 19, "seek": 5600, "start": 58.4, "end": 60.4, "text": "還有Harness轉入成Hardest。", "tokens": [50485, 15569, 39, 16937, 32739, 14028, 11336, 39, 515, 377, 1543, 50585], "temperature": 0, "avg_logprob": -0.17417295773824057, "compression_ratio": 1.1105769230769231, "no_speech_prob": 2.563287429535599e-11}, {"id": 20, "seek": 5600, "start": 60.4, "end": 62.4, "text": "隨著像Skills啊或者Harness這些大家。", "tokens": [50585, 48890, 19382, 12760, 50, 74, 2565, 4905, 31148, 39, 16937, 29869, 6868, 1543, 50685], "temperature": 0, "avg_logprob": -0.17417295773824057, "compression_ratio": 1.1105769230769231, "no_speech_prob": 2.563287429535599e-11}, {"id": 21, "seek": 5600, "start": 62.4, "end": 64.4, "text": "其實影響不太大。", "tokens": [50685, 14139, 16820, 13665, 123, 1960, 9455, 3582, 1543, 50785], "temperature": 0, "avg_logprob": -0.17417295773824057, "compression_ratio": 1.1105769230769231, "no_speech_prob": 2.563287429535599e-11}, {"id": 22, "seek": 5600, "start": 64.4, "end": 66.4, "text": "科技名詞更新太快了。", "tokens": [50785, 42091, 32502, 15940, 6716, 252, 19002, 12560, 9455, 10251, 2289, 1543, 50885], "temperature": 0, "avg_logprob": -0.17417295773824057, "compression_ratio": 1.1105769230769231, "no_speech_prob": 2.563287429535599e-11}, {"id": 23, "seek": 5600, "start": 66.4, "end": 70.4, "text": "最後的話,看這個有12個說話人的遊戲錄品。", "tokens": [50885, 20578, 21358, 11, 4200, 6287, 2412, 4762, 3338, 4622, 11103, 4035, 1546, 43046, 9567, 226, 30246, 1543, 51085], "temperature": 0, "avg_logprob": -0.17417295773824057, "compression_ratio": 1.1105769230769231, "no_speech_prob": 2.563287429535599e-11}, {"id": 24, "seek": 7040, "start": 70.4, "end": 72.80000000000001, "text": "你們也有男朋友嗎?", "tokens": [50365, 19891, 6404, 2412, 25243, 19828, 7434, 30, 50485], "temperature": 0, "avg_logprob": -0.13252809122538886, "compression_ratio": 13.22, "no_speech_prob": 2.7865459939491188e-11}, {"id": 25, "seek": 7280, "start": 72.8, "end": 75.2, "text": "5個好像是。", "tokens": [50365, 20, 3338, 33242, 1541, 1543, 50485], "temperature": 0, "avg_logprob": -0.18802249047064012, "compression_ratio": 1.1472081218274113, "no_speech_prob": 2.630176111628746e-11}, {"id": 26, "seek": 7280, "start": 75.2, "end": 77.2, "text": "能看到都穩定分隔開來了。", "tokens": [50485, 8225, 18032, 7182, 13740, 102, 12088, 6627, 165, 1206, 8949, 25364, 1543, 50585], "temperature": 0, "avg_logprob": -0.18802249047064012, "compression_ratio": 1.1472081218274113, "no_speech_prob": 2.630176111628746e-11}, {"id": 27, "seek": 7280, "start": 77.2, "end": 81.2, "text": "不過後面出現了S13和S14兩個多餘的說話人。", "tokens": [50585, 28193, 5661, 8833, 7781, 9581, 2289, 50, 7668, 12565, 50, 7271, 34623, 6392, 22217, 246, 1546, 4622, 11103, 4035, 1543, 50785], "temperature": 0, "avg_logprob": -0.18802249047064012, "compression_ratio": 1.1472081218274113, "no_speech_prob": 2.630176111628746e-11}, {"id": 28, "seek": 7280, "start": 81.2, "end": 87.2, "text": "這兩個說話人之前是已經被識別為了S5和S6的。", "tokens": [50785, 2664, 34623, 4622, 11103, 4035, 32442, 1541, 25338, 23238, 43143, 16158, 6344, 2289, 50, 20, 12565, 50, 21, 1546, 1543, 51085], "temperature": 0, "avg_logprob": -0.18802249047064012, "compression_ratio": 1.1472081218274113, "no_speech_prob": 2.630176111628746e-11}, {"id": 29, "seek": 7280, "start": 87.2, "end": 91.2, "text": "但考慮到模型才0.9B,整體還是假不掩餘的。", "tokens": [51085, 8395, 26504, 12358, 106, 4511, 41908, 39823, 18888, 15, 13, 24, 33, 11, 27662, 23987, 25583, 31706, 1960, 6900, 102, 22217, 246, 1546, 1543, 51285], "temperature": 0, "avg_logprob": -0.18802249047064012, "compression_ratio": 1.1472081218274113, "no_speech_prob": 2.630176111628746e-11}, {"id": 30, "seek": 9120, "start": 91.2, "end": 95.60000000000001, "text": "如果大家用官方提供的WebUI的話,還有比較方便的導出功能。", "tokens": [50365, 13119, 6868, 9254, 31929, 9249, 20949, 3254, 249, 1546, 4360, 65, 46324, 21358, 11, 15569, 25174, 9249, 27364, 1546, 25647, 7781, 32311, 8225, 1543, 50585], "temperature": 0, "avg_logprob": -0.16166786993703536, "compression_ratio": 1.0714285714285714, "no_speech_prob": 2.399943264952409e-11}, {"id": 31, "seek": 9120, "start": 95.60000000000001, "end": 97.60000000000001, "text": "包括設置特定格式等等。", "tokens": [50585, 41828, 39035, 34719, 17682, 12088, 30921, 27584, 36000, 1543, 50685], "temperature": 0, "avg_logprob": -0.16166786993703536, "compression_ratio": 1.0714285714285714, "no_speech_prob": 2.399943264952409e-11}, {"id": 32, "seek": 9120, "start": 97.60000000000001, "end": 99.60000000000001, "text": "方便各位後續的處理。", "tokens": [50685, 9249, 27364, 22073, 5661, 29583, 1546, 39289, 13876, 1543, 50785], "temperature": 0, "avg_logprob": -0.16166786993703536, "compression_ratio": 1.0714285714285714, "no_speech_prob": 2.399943264952409e-11}, {"id": 33, "seek": 9120, "start": 99.60000000000001, "end": 101.60000000000001, "text": "最後看一下官方的客觀指標。", "tokens": [50785, 20578, 28324, 31929, 9249, 1546, 32316, 25179, 25922, 46299, 1543, 50885], "temperature": 0, "avg_logprob": -0.16166786993703536, "compression_ratio": 1.0714285714285714, "no_speech_prob": 2.399943264952409e-11}, {"id": 34, "seek": 10160, "start": 101.6, "end": 103.6, "text": "最後看一下官方的客觀指標。", "tokens": [50365, 20578, 28324, 31929, 9249, 1546, 32316, 25179, 25922, 46299, 1543, 50465], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 35, "seek": 10160, "start": 103.6, "end": 107.0, "text": "能看到這個小模型甚至能幹過許多大廠必源模型。", "tokens": [50465, 8225, 18032, 6287, 7322, 41908, 39823, 17556, 20844, 8225, 29932, 8816, 40914, 6392, 3582, 17527, 254, 28531, 47402, 41908, 39823, 1543, 50635], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 36, "seek": 10160, "start": 107.0, "end": 109.6, "text": "並且能看到他們還提供了一個Pro版本。", "tokens": [50635, 35934, 20334, 8225, 18032, 20486, 7824, 20949, 3254, 249, 2289, 8990, 12681, 42096, 8802, 1543, 50765], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 37, "seek": 10160, "start": 109.6, "end": 111.39999999999999, "text": "Pro版本不僅性能更強。", "tokens": [50765, 12681, 42096, 8802, 1960, 9502, 227, 21686, 8225, 19002, 22752, 1543, 50855], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 38, "seek": 10160, "start": 111.39999999999999, "end": 113.6, "text": "而且MOS官方還提供了網站。", "tokens": [50855, 22942, 44, 4367, 31929, 9249, 7824, 20949, 3254, 249, 2289, 26352, 34155, 1543, 50965], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 39, "seek": 10160, "start": 113.6, "end": 116.39999999999999, "text": "支持在線使用或者調用API使用。", "tokens": [50965, 35488, 3581, 31699, 22982, 9254, 31148, 32943, 9254, 4715, 40, 22982, 9254, 1543, 51105], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 40, "seek": 10160, "start": 116.39999999999999, "end": 119.0, "text": "網站我放到簡介和置頂評論裡了。", "tokens": [51105, 26352, 34155, 1654, 12744, 4511, 26612, 30312, 12565, 34719, 8313, 224, 39115, 29340, 11066, 2289, 1543, 51235], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 41, "seek": 10160, "start": 119.0, "end": 120.8, "text": "歡迎大家多多使用。", "tokens": [51235, 21315, 6868, 6392, 6392, 22982, 9254, 1543, 51325], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 42, "seek": 10160, "start": 120.8, "end": 123.8, "text": "大家也可以結合其他阿婆主的視頻去看。", "tokens": [51325, 6868, 47935, 17144, 14245, 9572, 5000, 13594, 48572, 13557, 1546, 27333, 29940, 6734, 4200, 1543, 51475], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 43, "seek": 10160, "start": 123.8, "end": 127.6, "text": "大家都對MOS Transcribe Diaries給出了比較正面的評價。", "tokens": [51475, 46525, 2855, 44, 4367, 6531, 8056, 8789, 4889, 17798, 7781, 2289, 25174, 15789, 8833, 1546, 39115, 45441, 1543, 51665], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 44, "seek": 10160, "start": 127.6, "end": 129.2, "text": "歡迎大家到官網使用。", "tokens": [51665, 21315, 6868, 4511, 31929, 26352, 22982, 9254, 1543, 51745], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 45, "seek": 10160, "start": 129.2, "end": 130.79999999999998, "text": "我們下期視頻再見。", "tokens": [51745, 5884, 4438, 16786, 27333, 29940, 30177, 1543, 51825], "temperature": 0, "avg_logprob": -0.12114798689687718, "compression_ratio": 1.3670212765957446, "no_speech_prob": 2.5904870262771773e-11}, {"id": 46, "seek": 13160, "start": 131.6, "end": 133.6, "text": "我們下期視頻。", "tokens": [50365, 5884, 4438, 16786, 27333, 29940, 1543, 50465], "temperature": 0, "avg_logprob": -0.27857860383533295, "compression_ratio": 14.368421052631579, "no_speech_prob": 5.378247847076523e-10}, {"id": 47, "seek": 13160, "start": 133.6, "end": 134.6, "text": "我們下期視頻。", "tokens": [50465, 5884, 4438, 16786, 27333, 29940, 1543, 50515], "temperature": 0, "avg_logprob": -0.27857860383533295, "compression_ratio": 14.368421052631579, "no_speech_prob": 5.378247847076523e-10}, {"id": 48, "seek": 13160, "start": 134.6, "end": 135.6, "text": "我們下期視頻。", "tokens": [50515, 5884, 4438, 16786, 27333, 29940, 1543, 50565], "temperature": 0, "avg_logprob": -0.27857860383533295, "compression_ratio": 14.368421052631579, "no_speech_prob": 5.378247847076523e-10}, {"id": 49, "seek": 13160, "start": 135.6, "end": 136.6, "text": "我們下期視頻。", "tokens": [50565, 5884, 4438, 16786, 27333, 29940, 1543, 50615], "temperature": 0, "avg_logprob": -0.27857860383533295, "compression_ratio": 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