為什麼google的youtube一直要黃標? - Google
By Hamiltion
at 2020-03-14T08:27
at 2020-03-14T08:27
Table of Contents
※ [本文轉錄自 Gossiping 看板 #1UR2FheP ]
作者: askingts (地獄山貓) 看板: Gossiping
標題: Re: [問卦] 為什麼google的youtube一直要黃標?
時間: Sat Mar 14 08:23:05 2020
作者 flutter5555 (豪嗨桑) 看板 Gossiping
標題 [問卦] 為什麼youtube一直要黃標?
時間 Sat Feb 29 05:26:16 2020
────────────────────────────────────
※ 引述《flutter5555 (豪嗨桑)》之銘言:
: 不能否認有些內容非屬普遍級,應予黃標
: 但像一些醫學頻道,生活旅遊等等,是在黃標幾點的?
: 不得不懷疑水管為了進軍某些市場努力給那些人看嗎?是不是有什麼不可告人的事情
不是社會議題容易被google黃標,
而是只要牽涉到【武漢肺炎內容】的所有影片全部都會被google的AI「自動黃標」,
不是只有針對你而已,而是針對youtube的全體影片上傳主。
google的AI越來越強大,google自從贊助AlphaGo打贏韓國、中國棋王,拿到世界冠軍後。
這種絕頂聰明、還會深度學習而自我進化的AI,它所具有的強大功能,
讓google意識到可以利用這套AI來箝制youtube上的言論,進行即時的言論同步審查,
因此google在最近一、兩年來,似乎把這套AI應用在youtube的影片系統及留言系統上,
全面監看youtube所有上傳者的新影片,以及這些新影片底下的所有留言。
每一部使用者所上傳的youtube影片,google的AI都會在你上傳影片時,
啟動AI「同步審查」你影片裡的內容,
並且自動產生一組VID(Video ID)跟SID(Sound ID),
這組VID與SID就相當於這部影片的【指紋】跟【聲紋】。
每部影片的VID跟SID都不同,都是獨一無二,如同每個人的【指紋】跟【聲紋】一樣。
即使你上傳的影片,你很天真的把它設定為私人隱藏,也是毫無用處,
因為你這部影片的VID跟SID會隨著你影片上傳同時,一起同步產生,
隨即被儲存在google的資料庫裡,而且馬上被google的AI同步比對,
AI會審視你所上傳的影片是否違反google的youtube社群規範。
關於google如何判斷你上傳的影片侵犯版權:
google的AI會在你影片上傳完後,拿你影片的那組VID及SID,
自動比對google資料庫裡所儲存成千上萬組各式影片的VID跟SID,
若有其中一個電視台版權主,時間點在你上傳影片之前,他早就上傳了一部版權影片,
當然,google的AI系統當然也會同步替這影片創了一組VID跟SID,
版權主不希望任何人看到這部版權影片,自然版權主隨即把這影片設定為私人隱藏,
不給任何人看,但他會備註google只要有任何侵犯我的版權的影片上傳到youtube,
請在第一時間通知我。
於是你往後只要上傳任何關於此版權方的版權影片,
儘管只有數十秒的影片畫面是抄襲版權片,很短,但也是會被google的AI比對到,
你影片的VID(也就是指紋)若跟其它版權影片的VID的吻合度達到一定程度以上,
隨即AI就會自動發出一則訊息警告版權主,哪個地方有一個影片疑似侵犯你的版權。
或你上傳的影片,儘管只有數十秒的影片聲音是抄襲版權片,也是很短,
一樣是會被google的AI比對到,
你影片的SID(也就是聲紋)若跟其它版權影片的SID的吻合度達到一定程度以上,
一樣會被AI自動發出一則訊息警告版權主。
我不知道吻合度要到多少才會發出警告通知版權主,那是google自己的內部AI設定,
可能80%吻合度就會發出警告通知,也可能75%,或是更低。
很多上傳主以為他上傳的版權影片是被有心人士檢舉,那其實是嚴重的誤會,
完全是google的AI跑去通知版權主,就跟你手機收到google影片的留言通知一樣,
google也會對版權方的手機傳送有人疑似對你版權影片的侵權通知。
然後版權方只要一根手指碰觸手機螢幕,他可以選擇把這部侵權影片封鎖,
或他認為你的侵權影片有幫忙他宣傳此部版權片的價值,他也可以選擇不封鎖你的影片,
但是他可以選擇對你的侵權影片添加大量廣告節點,廣告的收益則是歸他所有。
只有跟google認證為版權方,也就是帳號後面「有打勾認證完成符號」,
就能享有這種通知侵權功能,你若沒有跟google認證為版權方,
自然永遠也不會知道有這種功能。
還有,只要你的youtube帳戶被google通知違反版權的警告,若累積警告達到三次,
你的youtube帳號就會被google「永久停權」。
google的AI靠VID跟SID抓侵權影片,也衍生出一些youtube上傳主,
如何規避google的AI侵權審查。
如何規避google的VID審查:
有些影片上傳主,會故意把影片的畫面弄成左右顛倒(跟鏡子反射一樣),
你一定有看過為何youtube上面總會有一些影片,它的畫面內容是左右顛倒,
影片字幕完全相反,讓人看得一頭霧水。
其實這是影片的上傳主,他在規避google的VID審查,只要把影片畫面弄成左右相反,
google的AI自然就比對不出任何的吻合度,自然就不會發出侵權警告提醒版權方。
如何規避google的SID審查:
有些影片上傳主,會故意把影片的聲音調高好幾個key,
你一定有看過為何youtube上面總會有一些影片,影片裡的聲音聽起來變成異常高音,
跟原始影片聲音的音調完全不同,或是影片的聲音發出斷音(斷斷續續沒有聲音),
一下子聲音正常、一下子卻又突然完全無聲音,這也是讓人聽得一頭霧水。
其實這是影片的上傳主,他在規避google的SID審查,只要把影片聲音弄成異常高音,
或是把影片聲音弄成不連續,時斷音、時正常發音,
google的AI自然就比對不出任何的吻合度,自然就不會發出侵權警告提醒版權方。
關於google如何判斷你上傳的影片需要被黃標:
一樣是使用VID跟SID,google的AI非常強大,會偵測你影片標題、
還有你影片裡面的字幕、還有你影片裡面的聲音。
不管是你影片字幕打什麼,以武漢肺炎為例,只要你的影片標題或字幕上有打出肺炎、
防疫、瘟疫、保健、保險、健康之類的字詞,
可能還有其它的敏感詞,這要問google把哪些詞彙設定成敏感詞,
google就是靠這種VID偵測,一但被googe的AI比對到 ,就會觸發過濾器警告,
隨即把你的影片設為黃標。
還有,不要小看影片的聲音,google的AI的即時翻譯的英語字幕非常強大,
能把影片中的人,不管那人是講哪種語言,都能透過google的AI同步翻譯成英語字幕,
雖然AI有些會翻譯錯誤,但基本上,影片裡人講話的話語意思不會翻的差太遠,
google也是靠這種SID偵測,以武漢肺炎為例,只要在你的影片裡,
你口中有講肺炎、防疫、瘟疫、保健、保險、健康之類的字詞,可能還有其它的敏感詞,
這要問google把哪些詞彙設定成敏感詞,
一但被googe的AI比對到 ,就會觸發過濾器警告,隨即把你的影片同樣設為黃標。
更扯的是,有一些youtuber最近更發展出一套說法,
就是google的AI極可能「會讀唇語」
,別問我為何一些youtuber會有這種說法,這是因為他們常上傳影片,
會故意鑽鑽看google的AI有哪些漏洞,他們會先大膽假設google的AI會讀唇語,
然後小心求證,方法是依序上傳相同影片,只差在影片裡面人的嘴唇,
首先上傳的是沒有遮蔽嘴唇的影片,之後上傳有遮蔽嘴唇的影片,
然後看google的AI是不是會讀唇語來判斷黃標。
結論就是:google的AI很可能會根據影片中的人,嘴型或唇型大小,
即使你明明沒發出聲音,只是默念,googe的AI一樣會判斷出你的唇型是否在講敏感詞,
以武漢肺炎為例,只要在你的影片裡,
你口中的唇型疑似在說肺炎、防疫、瘟疫、保健、保險、健康之類的字詞,
可能還有其它的敏感詞,這要問google把哪些詞彙設定成敏感詞,
一但被googe的AI比對到 ,就會觸發過濾器警告,隨即把你的影片同樣設為黃標。
google的AI會讀唇語,應該也是屬於對於VID技術的深層應用。
你若只是上傳影片,也許不知道google的AI對於影片底下的留言偵測,也是異常強大:
像我這種只會在上傳主影片底下留言的,很早之前,大約在一、兩年之前,
就知道google的AI會「同步審查」你的留言,
只要你的留言觸發的google內部設定關鍵字、敏感詞,
例如Ex.國家後面加個動物,舉例,中國豕者、日本犭句,
我把字拆開來打應該能看得懂,發出留言後,約在30秒之內,
馬上會被google的AI同步審查到,然後留言就被瞬間刪除。
google也會設定一些程度比較輕微的關鍵字、敏感詞,你一發出留言,
一樣約在30秒之內,馬上會被google的AI偵測到並且隨即被設定為隱藏,
只有影片上傳主能看得到,其他一般影片閱覽者看不到。
不要以為既然google的AI會審查留言,那我改用修改留言的方式,
先發出不敏感的一般留言,然後再利用修改留言的方式,添加一些關鍵字、敏感詞。
一樣,google的AI仍然會審查修改後的留言,同樣在30秒之內,
馬上被google的AI同步偵測到,依觸發關鍵字、敏感詞的嚴重程度,
你的留言隨即被刪除或被設定隱藏。
連我最愛打的詞彙忮娜,我這樣打應該能看得懂,在youtube上面就絕對不能這樣留言,
一定會被google的AI隨即偵測到而立即刪掉。
結論:
【別跟google玩,你是玩不過他的】。
google跟中國共產黨一樣,對所有留言均會一律進行「言論審查」,
差別只在於中國是用「人腦審查」,google是用「更猛的AI審查」,
google的AI絕頂聰明、還會深度學習而自我進化,已經不是人腦所能比擬。
--
作者: askingts (地獄山貓) 看板: Gossiping
標題: Re: [問卦] 為什麼google的youtube一直要黃標?
時間: Sat Mar 14 08:23:05 2020
作者 flutter5555 (豪嗨桑) 看板 Gossiping
標題 [問卦] 為什麼youtube一直要黃標?
時間 Sat Feb 29 05:26:16 2020
────────────────────────────────────
※ 引述《flutter5555 (豪嗨桑)》之銘言:
: 不能否認有些內容非屬普遍級,應予黃標
: 但像一些醫學頻道,生活旅遊等等,是在黃標幾點的?
: 不得不懷疑水管為了進軍某些市場努力給那些人看嗎?是不是有什麼不可告人的事情
→ f1731025: 一講肺炎百分百黃標 再腦殘都看得出來 02/29 05:55
不是社會議題容易被google黃標,
而是只要牽涉到【武漢肺炎內容】的所有影片全部都會被google的AI「自動黃標」,
不是只有針對你而已,而是針對youtube的全體影片上傳主。
google的AI越來越強大,google自從贊助AlphaGo打贏韓國、中國棋王,拿到世界冠軍後。
這種絕頂聰明、還會深度學習而自我進化的AI,它所具有的強大功能,
讓google意識到可以利用這套AI來箝制youtube上的言論,進行即時的言論同步審查,
因此google在最近一、兩年來,似乎把這套AI應用在youtube的影片系統及留言系統上,
全面監看youtube所有上傳者的新影片,以及這些新影片底下的所有留言。
每一部使用者所上傳的youtube影片,google的AI都會在你上傳影片時,
啟動AI「同步審查」你影片裡的內容,
並且自動產生一組VID(Video ID)跟SID(Sound ID),
這組VID與SID就相當於這部影片的【指紋】跟【聲紋】。
每部影片的VID跟SID都不同,都是獨一無二,如同每個人的【指紋】跟【聲紋】一樣。
即使你上傳的影片,你很天真的把它設定為私人隱藏,也是毫無用處,
因為你這部影片的VID跟SID會隨著你影片上傳同時,一起同步產生,
隨即被儲存在google的資料庫裡,而且馬上被google的AI同步比對,
AI會審視你所上傳的影片是否違反google的youtube社群規範。
關於google如何判斷你上傳的影片侵犯版權:
google的AI會在你影片上傳完後,拿你影片的那組VID及SID,
自動比對google資料庫裡所儲存成千上萬組各式影片的VID跟SID,
若有其中一個電視台版權主,時間點在你上傳影片之前,他早就上傳了一部版權影片,
當然,google的AI系統當然也會同步替這影片創了一組VID跟SID,
版權主不希望任何人看到這部版權影片,自然版權主隨即把這影片設定為私人隱藏,
不給任何人看,但他會備註google只要有任何侵犯我的版權的影片上傳到youtube,
請在第一時間通知我。
於是你往後只要上傳任何關於此版權方的版權影片,
儘管只有數十秒的影片畫面是抄襲版權片,很短,但也是會被google的AI比對到,
你影片的VID(也就是指紋)若跟其它版權影片的VID的吻合度達到一定程度以上,
隨即AI就會自動發出一則訊息警告版權主,哪個地方有一個影片疑似侵犯你的版權。
或你上傳的影片,儘管只有數十秒的影片聲音是抄襲版權片,也是很短,
一樣是會被google的AI比對到,
你影片的SID(也就是聲紋)若跟其它版權影片的SID的吻合度達到一定程度以上,
一樣會被AI自動發出一則訊息警告版權主。
我不知道吻合度要到多少才會發出警告通知版權主,那是google自己的內部AI設定,
可能80%吻合度就會發出警告通知,也可能75%,或是更低。
很多上傳主以為他上傳的版權影片是被有心人士檢舉,那其實是嚴重的誤會,
完全是google的AI跑去通知版權主,就跟你手機收到google影片的留言通知一樣,
google也會對版權方的手機傳送有人疑似對你版權影片的侵權通知。
然後版權方只要一根手指碰觸手機螢幕,他可以選擇把這部侵權影片封鎖,
或他認為你的侵權影片有幫忙他宣傳此部版權片的價值,他也可以選擇不封鎖你的影片,
但是他可以選擇對你的侵權影片添加大量廣告節點,廣告的收益則是歸他所有。
只有跟google認證為版權方,也就是帳號後面「有打勾認證完成符號」,
就能享有這種通知侵權功能,你若沒有跟google認證為版權方,
自然永遠也不會知道有這種功能。
還有,只要你的youtube帳戶被google通知違反版權的警告,若累積警告達到三次,
你的youtube帳號就會被google「永久停權」。
google的AI靠VID跟SID抓侵權影片,也衍生出一些youtube上傳主,
如何規避google的AI侵權審查。
如何規避google的VID審查:
有些影片上傳主,會故意把影片的畫面弄成左右顛倒(跟鏡子反射一樣),
你一定有看過為何youtube上面總會有一些影片,它的畫面內容是左右顛倒,
影片字幕完全相反,讓人看得一頭霧水。
其實這是影片的上傳主,他在規避google的VID審查,只要把影片畫面弄成左右相反,
google的AI自然就比對不出任何的吻合度,自然就不會發出侵權警告提醒版權方。
如何規避google的SID審查:
有些影片上傳主,會故意把影片的聲音調高好幾個key,
你一定有看過為何youtube上面總會有一些影片,影片裡的聲音聽起來變成異常高音,
跟原始影片聲音的音調完全不同,或是影片的聲音發出斷音(斷斷續續沒有聲音),
一下子聲音正常、一下子卻又突然完全無聲音,這也是讓人聽得一頭霧水。
其實這是影片的上傳主,他在規避google的SID審查,只要把影片聲音弄成異常高音,
或是把影片聲音弄成不連續,時斷音、時正常發音,
google的AI自然就比對不出任何的吻合度,自然就不會發出侵權警告提醒版權方。
關於google如何判斷你上傳的影片需要被黃標:
一樣是使用VID跟SID,google的AI非常強大,會偵測你影片標題、
還有你影片裡面的字幕、還有你影片裡面的聲音。
不管是你影片字幕打什麼,以武漢肺炎為例,只要你的影片標題或字幕上有打出肺炎、
防疫、瘟疫、保健、保險、健康之類的字詞,
可能還有其它的敏感詞,這要問google把哪些詞彙設定成敏感詞,
google就是靠這種VID偵測,一但被googe的AI比對到 ,就會觸發過濾器警告,
隨即把你的影片設為黃標。
還有,不要小看影片的聲音,google的AI的即時翻譯的英語字幕非常強大,
能把影片中的人,不管那人是講哪種語言,都能透過google的AI同步翻譯成英語字幕,
雖然AI有些會翻譯錯誤,但基本上,影片裡人講話的話語意思不會翻的差太遠,
google也是靠這種SID偵測,以武漢肺炎為例,只要在你的影片裡,
你口中有講肺炎、防疫、瘟疫、保健、保險、健康之類的字詞,可能還有其它的敏感詞,
這要問google把哪些詞彙設定成敏感詞,
一但被googe的AI比對到 ,就會觸發過濾器警告,隨即把你的影片同樣設為黃標。
更扯的是,有一些youtuber最近更發展出一套說法,
就是google的AI極可能「會讀唇語」
,別問我為何一些youtuber會有這種說法,這是因為他們常上傳影片,
會故意鑽鑽看google的AI有哪些漏洞,他們會先大膽假設google的AI會讀唇語,
然後小心求證,方法是依序上傳相同影片,只差在影片裡面人的嘴唇,
首先上傳的是沒有遮蔽嘴唇的影片,之後上傳有遮蔽嘴唇的影片,
然後看google的AI是不是會讀唇語來判斷黃標。
結論就是:google的AI很可能會根據影片中的人,嘴型或唇型大小,
即使你明明沒發出聲音,只是默念,googe的AI一樣會判斷出你的唇型是否在講敏感詞,
以武漢肺炎為例,只要在你的影片裡,
你口中的唇型疑似在說肺炎、防疫、瘟疫、保健、保險、健康之類的字詞,
可能還有其它的敏感詞,這要問google把哪些詞彙設定成敏感詞,
一但被googe的AI比對到 ,就會觸發過濾器警告,隨即把你的影片同樣設為黃標。
google的AI會讀唇語,應該也是屬於對於VID技術的深層應用。
你若只是上傳影片,也許不知道google的AI對於影片底下的留言偵測,也是異常強大:
像我這種只會在上傳主影片底下留言的,很早之前,大約在一、兩年之前,
就知道google的AI會「同步審查」你的留言,
只要你的留言觸發的google內部設定關鍵字、敏感詞,
例如Ex.國家後面加個動物,舉例,中國豕者、日本犭句,
我把字拆開來打應該能看得懂,發出留言後,約在30秒之內,
馬上會被google的AI同步審查到,然後留言就被瞬間刪除。
google也會設定一些程度比較輕微的關鍵字、敏感詞,你一發出留言,
一樣約在30秒之內,馬上會被google的AI偵測到並且隨即被設定為隱藏,
只有影片上傳主能看得到,其他一般影片閱覽者看不到。
不要以為既然google的AI會審查留言,那我改用修改留言的方式,
先發出不敏感的一般留言,然後再利用修改留言的方式,添加一些關鍵字、敏感詞。
一樣,google的AI仍然會審查修改後的留言,同樣在30秒之內,
馬上被google的AI同步偵測到,依觸發關鍵字、敏感詞的嚴重程度,
你的留言隨即被刪除或被設定隱藏。
連我最愛打的詞彙忮娜,我這樣打應該能看得懂,在youtube上面就絕對不能這樣留言,
一定會被google的AI隨即偵測到而立即刪掉。
結論:
【別跟google玩,你是玩不過他的】。
google跟中國共產黨一樣,對所有留言均會一律進行「言論審查」,
差別只在於中國是用「人腦審查」,google是用「更猛的AI審查」,
google的AI絕頂聰明、還會深度學習而自我進化,已經不是人腦所能比擬。
--
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at 2021-09-26T04:48
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at 2021-10-06T03:05
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at 2021-10-09T12:07
at 2021-10-09T12:07
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at 2021-10-10T17:42
at 2021-10-10T17:42
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at 2021-10-13T07:45
at 2021-10-13T07:45
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at 2021-10-13T18:48
at 2021-10-13T18:48
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at 2021-10-18T12:53
at 2021-10-18T12:53
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at 2021-10-19T13:11
at 2021-10-19T13:11
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at 2021-10-24T10:53
at 2021-10-24T10:53
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at 2021-10-28T10:22
at 2021-10-28T10:22
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at 2021-10-30T05:00
at 2021-10-30T05:00
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at 2021-11-03T04:13
at 2021-11-03T04:13
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at 2021-11-06T06:15
at 2021-11-06T06:15
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at 2021-11-09T21:43
at 2021-11-09T21:43
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at 2021-11-10T23:41
at 2021-11-10T23:41
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at 2021-11-15T02:53
at 2021-11-15T02:53
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at 2021-11-16T02:35
at 2021-11-16T02:35
By Victoria
at 2021-11-18T23:32
at 2021-11-18T23:32
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at 2021-11-21T03:47
at 2021-11-21T03:47
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at 2021-11-22T22:26
at 2021-11-22T22:26
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at 2021-11-23T14:13
at 2021-11-23T14:13
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at 2021-11-24T04:42
at 2021-11-24T04:42
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at 2021-11-26T10:08
at 2021-11-26T10:08
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at 2021-11-28T03:48
at 2021-11-28T03:48
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at 2021-11-30T07:31
at 2021-11-30T07:31
By William
at 2021-12-03T06:59
at 2021-12-03T06:59
By Liam
at 2021-12-06T07:36
at 2021-12-06T07:36
By Mia
at 2021-12-09T11:04
at 2021-12-09T11:04
By John
at 2021-12-12T19:41
at 2021-12-12T19:41
By Ula
at 2021-12-17T12:52
at 2021-12-17T12:52
By Kumar
at 2021-12-18T04:40
at 2021-12-18T04:40
By Gilbert
at 2021-12-20T15:48
at 2021-12-20T15:48
By Ula
at 2021-12-23T06:50
at 2021-12-23T06:50
By Frederic
at 2021-12-23T20:49
at 2021-12-23T20:49
By Sarah
at 2021-12-28T11:58
at 2021-12-28T11:58
By Lauren
at 2021-12-31T10:39
at 2021-12-31T10:39
By Rebecca
at 2022-01-02T03:51
at 2022-01-02T03:51
By Erin
at 2022-01-06T01:57
at 2022-01-06T01:57
By Lauren
at 2022-01-07T18:36
at 2022-01-07T18:36
By Elvira
at 2022-01-09T22:11
at 2022-01-09T22:11
By David
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at 2022-01-12T14:46
By Ivy
at 2022-01-12T20:25
at 2022-01-12T20:25
By Puput
at 2022-01-12T23:18
at 2022-01-12T23:18
By Adele
at 2022-01-17T11:01
at 2022-01-17T11:01
By Harry
at 2022-01-22T08:03
at 2022-01-22T08:03
By Yuri
at 2022-01-22T14:27
at 2022-01-22T14:27
By Gary
at 2022-01-26T01:44
at 2022-01-26T01:44
By Hedy
at 2022-01-26T09:31
at 2022-01-26T09:31
By Hamiltion
at 2022-01-30T16:33
at 2022-01-30T16:33
By Daniel
at 2022-01-31T02:42
at 2022-01-31T02:42
By Linda
at 2022-02-04T13:03
at 2022-02-04T13:03
By Belly
at 2022-02-06T00:14
at 2022-02-06T00:14
By Barb Cronin
at 2022-02-08T16:06
at 2022-02-08T16:06
By Ina
at 2022-02-12T23:45
at 2022-02-12T23:45
By Wallis
at 2022-02-15T05:33
at 2022-02-15T05:33
By Olivia
at 2022-02-15T07:41
at 2022-02-15T07:41
By Franklin
at 2022-02-18T20:20
at 2022-02-18T20:20
By Carolina Franco
at 2022-02-21T20:09
at 2022-02-21T20:09
By Olga
at 2022-02-26T00:02
at 2022-02-26T00:02
By Ethan
at 2022-02-28T15:27
at 2022-02-28T15:27
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at 2022-03-01T23:13
at 2022-03-01T23:13
By Thomas
at 2022-03-03T22:34
at 2022-03-03T22:34
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at 2022-03-04T17:15
at 2022-03-04T17:15
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at 2022-03-05T03:58
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at 2022-03-09T22:51
at 2022-03-09T22:51
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at 2022-03-14T20:39
at 2022-03-14T20:39
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at 2022-03-19T11:17
at 2022-03-19T11:17
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at 2022-03-20T08:37
at 2022-03-20T08:37
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at 2022-03-20T14:57
at 2022-03-20T14:57
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at 2022-03-25T12:54
at 2022-03-25T12:54
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at 2022-03-29T06:24
at 2022-03-29T06:24
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at 2022-04-01T17:53
at 2022-04-01T17:53
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at 2022-04-01T19:15
at 2022-04-01T19:15
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at 2022-04-02T07:37
at 2022-04-02T07:37
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at 2022-04-02T13:58
at 2022-04-02T13:58
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at 2022-04-06T07:27
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at 2022-04-07T21:30
at 2022-04-07T21:30
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at 2022-04-12T04:38
at 2022-04-12T04:38
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at 2022-04-12T23:56
at 2022-04-12T23:56
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at 2022-04-17T20:21
at 2022-04-17T20:21
By Belly
at 2022-04-19T19:36
at 2022-04-19T19:36
By Suhail Hany
at 2022-04-22T02:27
at 2022-04-22T02:27
By Dora
at 2022-04-23T02:24
at 2022-04-23T02:24
By Madame
at 2022-04-25T01:33
at 2022-04-25T01:33
By Victoria
at 2022-04-25T07:53
at 2022-04-25T07:53
By Ula
at 2022-04-27T20:55
at 2022-04-27T20:55
By Jake
at 2022-04-29T02:36
at 2022-04-29T02:36
By Gilbert
at 2022-05-03T04:08
at 2022-05-03T04:08
By George
at 2022-05-05T20:49
at 2022-05-05T20:49
By Hedda
at 2022-05-08T03:55
at 2022-05-08T03:55
By Ina
at 2022-05-11T16:13
at 2022-05-11T16:13
By Gilbert
at 2022-05-14T23:16
at 2022-05-14T23:16
By Lydia
at 2022-05-17T23:07
at 2022-05-17T23:07
By Joe
at 2022-05-22T01:59
at 2022-05-22T01:59
By Carolina Franco
at 2022-05-26T02:28
at 2022-05-26T02:28
By Dorothy
at 2022-05-29T03:47
at 2022-05-29T03:47
By Hamiltion
at 2022-06-01T17:11
at 2022-06-01T17:11
By Skylar DavisLinda
at 2022-06-06T09:19
at 2022-06-06T09:19
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at 2022-06-08T11:38
at 2022-06-08T11:38
By Lauren
at 2022-06-12T15:13
at 2022-06-12T15:13
By Megan
at 2022-06-12T19:24
at 2022-06-12T19:24
By Agnes
at 2022-06-16T19:17
at 2022-06-16T19:17
By Isabella
at 2022-06-19T18:23
at 2022-06-19T18:23
By Delia
at 2022-06-19T21:23
at 2022-06-19T21:23
By Zenobia
at 2022-06-20T04:10
at 2022-06-20T04:10
By Lauren
at 2022-06-23T16:05
at 2022-06-23T16:05
By Ursula
at 2022-06-26T05:29
at 2022-06-26T05:29
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at 2022-06-30T14:41
at 2022-06-30T14:41
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