公开(公告)号：US20210073480A1

公开(公告)日：2021-03-11

申请号：US17011960

申请日：2020-09-03

Applicant: NETFLIX, INC.

Inventor： Sneha MEHTA ,  Ballav BIHANI ,  Victoria BONACI ,  Boris Anthony CHEN ,  Ritwik Kailash KUMAR ,  Vinith MISRA ,  Avneesh Singh SALUJA ,  Marianna SEMENIAKIN

IPC: G06F40/58

Abstract: Various embodiments set forth systems and techniques for training a sentence preprocessing model. The techniques include determining, using a machine translation system, a back translation associated with a ground truth translation of a source sentence in a source language to a target language, wherein the back translation comprises a translation of the ground truth translation from one or more target languages to the source language; determining, using the sentence preprocessing model, a simplified sentence associated with the source sentence; and updating one or more parameters of the sentence preprocessing model based on the simplified sentence and the back translation.

公开(公告)号：US10931975B2

公开(公告)日：2021-02-23

申请号：US16422903

申请日：2019-05-24

Applicant: NETFLIX, Inc.

Inventor： Frederic Turmel ,  Nicholas Newell

IPC: H04N19/89 ,  H04L29/06 ,  H04L12/26 ,  H04L12/24 ,  H04N17/00 ,  H04N17/04

Abstract: An endpoint device outputs frames of test media during a testing procedure. Each frame of test media includes a test pattern. A test module coupled to the endpoint device samples the test pattern and transmits sample data to a media test engine. The media test engine decodes a binary number from the test pattern and then converts the binary number to an integer value that is associated with the corresponding frame. The media test engine then analyzes sequences of these integer values to identify playback errors associated with the endpoint device.

公开(公告)号：US20210044850A1

公开(公告)日：2021-02-11

申请号：US17079352

申请日：2020-10-23

Applicant: Netflix, Inc.

Inventor： Shyam Gala ,  Katheryn Shi ,  Christopher Gray ,  Suudhan Rangarajan ,  Manuel Correa ,  Pablo Pissanetzky ,  Bertrand Mollinier Toublet ,  Niranjan P. Ghate ,  Raymond Walsh ,  Edward H. Barker

IPC: H04N21/254 ,  G06F21/10 ,  H04L29/06

Abstract: The disclosed computer-implemented method may include receiving, from a client device, a request for multimedia content, where the request includes both a manifest request that includes client identification data and a license request that includes a license challenge. The method may further include validating the received request for multimedia content using the client identification data in the manifest request and generating a manifest response that includes an identification of a specified multimedia content stream that is to be provided to the client device. The method may also include acquiring at least one license in response to the license request, where the license includes a response to the license challenge having various content keys, and then providing the specified multimedia content stream, including the generated manifest response and the acquired license, to the client device. Various other methods, systems, and computer-readable media are also disclosed.

公开(公告)号：US20210021900A1

公开(公告)日：2021-01-21

申请号：US17063445

申请日：2020-10-05

Applicant: Netflix, Inc.

Inventor： Apurvakumar Dilipkumar Kansara ,  Sanford Holsapple ,  Arica Westadt ,  Kunal Bisla ,  Sameer Shah

IPC: H04N21/4728 ,  H04N21/431 ,  H04N21/485 ,  G06K9/00 ,  H04N21/4402

Abstract: The disclosed computer-implemented method may include receiving, as an input, segmented video scenes, where each video scene includes a specified length of video content. The method may further include scanning the video scenes to identify objects within the video scene and also determining a relative importance value for the identified objects. The relative importance value may include an indication of which objects are to be included in a cropped version of the video scene. The method may also include generating a video crop that is to be applied to the video scene such that the resulting cropped version of the video scene includes those identified objects that are to be included based on the relative importance value. The method may also include applying the generated video crop to the video scene to produce the cropped version of the video scene. Various other methods, systems, and computer-readable media are also disclosed.

公开(公告)号：US10887609B2

公开(公告)日：2021-01-05

申请号：US15840998

申请日：2017-12-13

Applicant: NETFLIX, INC.

Inventor： Anush Moorthy ,  Megha Manohara

IPC: H04N19/179 ,  H04N19/436 ,  H04N19/115 ,  H04N19/85 ,  H04N21/845 ,  H04N19/146

Abstract: In various embodiments, a shot collation application causes multiple encoding instances to encode a source video sequence that includes at least two shot sequences. The shot collation application assigns a first shot sequence to a first chunk. Subsequently, the shot collation application determines that a second shot sequence does not meet a collation criterion with respect to the first chunk. Consequently, the shot collation application assigns the second shot sequence or a third shot sequence derived from the second shot sequence to a second chunk. The shot collation application causes a first encoding instance to independently encode each shot sequence assigned to the first chunk. Similarly, the shot collation application causes a second encoding instance to independently encode each shot sequence assigned to the second chunk. Finally, a chunk assembler combines the first encoded chunk and the second encoded chunk to generate an encoded video sequence.

公开(公告)号：US10834406B2

公开(公告)日：2020-11-10

申请号：US15782590

申请日：2017-10-12

Applicant: NETFLIX, INC.

Inventor： Zhi Li ,  Anne Aaron ,  Anush Moorthy ,  Christos Bampis

IPC: H04N19/154 ,  H04N19/59 ,  H04N21/647 ,  H04N19/146 ,  H04N21/234 ,  H04N21/2343 ,  H04N17/00 ,  H04N19/00 ,  H04N19/593

Abstract: In various embodiments, a perceptual quality application determines an absolute quality score for encoded video content viewed on a target viewing device. In operation, the perceptual quality application determines a baseline absolute quality score for the encoded video content viewed on a baseline viewing device. Subsequently, the perceptual quality application determines that a target value for a type of the target viewing device does not match a base value for the type of the baseline viewing device. The perceptual quality application computes an absolute quality score for the encoded video content viewed on the target viewing device based on the baseline absolute quality score and the target value. Because the absolute quality score is independent of the viewing device, the absolute quality score accurately reflects the perceived quality of a wide range of encoded video content when decoded and viewed on a viewing device.

公开(公告)号：US20200279021A1

公开(公告)日：2020-09-03

申请号：US16289999

申请日：2019-03-01

Applicant: Netflix, Inc.

Inventor： Tim Brandall ,  Shawn Xu

IPC: G06F17/28

Abstract: The disclosed computer-implemented method may include accessing a string of text that includes characters written in a first language. The method may next include translating the text string into different languages using machine translation. The method may next include identifying, among the translated text strings, a shortest string and a longest string. The method may also include calculating a customized string length adjustment ratio for adjusting the length of the accessed text string based on the shortest translated string length and the longest translated string length. Furthermore, the method may include dynamically applying the calculated customized string length adjustment ratio to the accessed text string, so that the length of the accessed text string may be dynamically adjusted according to the customized string length adjustment ratio. The method may also include presenting the adjusted text string in the user interface. Various other methods, systems, and computer-readable media are also disclosed.

公开(公告)号：US10698944B2

公开(公告)日：2020-06-30

申请号：US13801646

申请日：2013-03-13

Applicant: Netflix, Inc.

Inventor： Janis Stipins, III

IPC: G06F16/48 ,  G06F16/33

Abstract: Techniques are described for generating search results and content recommendations using a distance metric on a space of media titles. In one embodiment, each media title may be associated with metadata tags and represented by a vector which indicates those associated tags. The distance metric may measure distance as an angle between vectors representing media titles in a bent vector space that accounts for correlations between tags. Further, a non-linear scaling may be applied to the vectors representing media titles to correct for under-tagging and redundant tagging. Based on the distance metric, a search or recommendation application may generate search results and/or content recommendations and cause the same to be presented to a user.

公开(公告)号：US10693933B2

公开(公告)日：2020-06-23

申请号：US15337277

申请日：2016-10-28

Applicant: NETFLIX INC.

Inventor： Haley Tucker

IPC: H04L29/06 ,  H04L12/58

Abstract: One embodiment of the present invention sets forth a technique for modifying a rules engine implemented in a highly-scaled computing environment. The technique includes receiving rules data that include a first operation, wherein the first operation is from a set of pre-defined operations and includes at least one dimension that is from a set of pre-defined dimensions and building a list of rules based on the rules data, wherein the list of rules filters an extended list of entries based on the first operation and on a first value that corresponds to the at least one dimension. The technique further includes receiving a request to generate a filtered list of entries, wherein the request references the first value, and, in response to receiving the request, applying the list of rules to the extended list of entries based on the first value to generate the filtered list of entries.

公开(公告)号：US10674222B2

公开(公告)日：2020-06-02

申请号：US15875989

申请日：2018-01-19

Applicant: NETFLIX, INC.

Inventor： Murthy Parthasarathi ,  Yadong Wang ,  Boney Sekh

IPC: H04N5/93 ,  G11B27/00 ,  H04N21/485 ,  G06F16/432 ,  G11B27/031 ,  G11B27/34 ,  H04N21/233 ,  H04N21/488 ,  H04N21/8547 ,  H04N21/8549 ,  H04N9/80

Abstract: In various embodiments, a subtitle application generates a subtitle list for a trailer. In operation, the subtitle application performs matching operation(s) between trailer audio associated with a trailer and source audio associated with an audiovisual program. The subtitle application then maps a subtitle associated with the source audio from a source timeline associated with the source audio to a trailer timeline associated with the trailer audio to generate a mapped subtitle. Subsequently, the subtitle application generates a trailer subtitle list based on the mapped subtitle and at least one additional mapped subtitle. Because the subtitle application generates the trailer subtitle list based on audio comparisons, the subtitle application ensures that the proper subtitles are included in the trailer subtitle list without requiring a subtitler to view the trailer.