Mux, Inc.

Adam Brown

Jon Dahl

Matthew E Ward

Scott Kidder

Nick Chadwick

Matthew Louis Szatmary

Masroor Hasan

Jonathan Dahl

Justin Sanford

Ben Dodson

Benjamin Dodson

Alex Diehl

Steven Heffernan

Matt Ward

Nicholas Chadwick

Ryan Grothouse

Wanda Chiu

Dylan Jhaveri

Christian Pillsbury

George Katsevman

Justin Greer

Channing Conger

A method includes: accessing a set of errors occurring during playback of segments of a video in a first rendition within a device population during a first time period and, during a subsequent time period, in response to receiving a first request for a first segment of the video in the first rendition: deriving, from the set of errors, a first error rate associated with the first segment in the first rendition; and, in response to the first error rate falling below a threshold, serving the first segment. The method also includes, in response to receiving a second request for a second segment of the video in the first rendition: deriving, from the set of errors, a second error rate associated with the second segment in the first rendition; and in response to the second error rate exceeding the threshold, serving the second segment in a second rendition.

Methods for media playback error detection and error mitigation

A method including: extracting a set of video features representing properties of a video segment; generating a set of bitrate-resolution pairs based on the set of video features, each bitrate-resolution pair in the set of bitrate-resolution pairs defining a bitrate and defining a resolution estimated to maximize a quality score characterizing the video segment encoded at the bitrate; accessing a distribution of audience bandwidths; selecting a top bitrate-resolution pair in the set of bitrate-resolution pairs; selecting a bottom bitrate-resolution pair in the set of bitrate-resolution pairs; selecting a subset of bitrate-resolution pairs in the set of bitrate-resolution pairs based on the distribution of audience bandwidths, the subset of bitrate-resolution pairs defining bitrates less than the top bitrate and greater than the bottom bitrate; and generating an encoding ladder for the video segment comprising the top bitrate-resolution pair, the bottom bitrate-resolution pair, and the subset of bitrate-resolution pairs.

Method for generating video- and audience-specific encoding ladders

A method including: populating an encoding ladder with a subset of bitrate-resolution pairs, from a set of bitrate-resolution pairs, based on a distribution of audience bandwidths; receiving a first request for a first playback segment, at a first bitrate-resolution pair in a encoding ladder, in the video from a first device; in response to determining an absence of video segments, at the first bitrate-resolution pair and corresponding to the segment, in a first rendition cache: identifying a first set of mezzanine segments, in the video, corresponding to the first playback segment; assigning the first set of mezzanine segments to a set of workers for transcoding into a first set of video segments according to the first bitrate-resolution pair; storing the first set of video segments in the first rendition cache; and based on the first request, releasing the first set of video segments to the first device.

Methods for generating video-and audience-specific encoding ladders with audio and video just-in-time transcoding

A method includes, during an initial time: receiving a manifest request, for a video, from a device associated with a first address; generating an identifier associated with the first address; generating a manifest defining a set of segments available for the video; and serving the manifest. The method further includes, during a first time: receiving a first request for a first segment, in the set of segments, the first request associated with the first address and the identifier; and based on association between the first address and the identifier, serving the first segment to the first address. The method also includes, during a second time: receiving a second request for a second segment in the set of segments, the second request associated with a second address and the identifier; and based on disassociation of the second address and the identifier, withholding delivery of the second segment to the second address.

Methods for identifier-based video streaming and sessionization

A method for streaming an audio-video file can include: receiving a request for a playback segment of the audio-video file in a rendition from a computational device; in response to identifying absence of the playback segment in the rendition from a rendition cache and identifying absence of an assignment to transcode the playback segment in the rendition: assigning a worker to transcode the playback segment in the rendition. The method can also include, at the worker: identifying a subset of mezzanine segments in the set of mezzanine segments coinciding with a playback interval in the audio-video file; and for each mezzanine segment in the subset of mezzanine segments: concurrently transcoding the mezzanine segment into a rendition segment in the rendition and transmitting the rendition segment coinciding with the playback interval to the computational device via a peer-to-peer stream; and storing the rendition segment in the rendition cache.

Method for audio and video just-in-time transcoding

A method includes: ingesting a video; initializing a timed command stream synchronized to the video; emulating transcoding of the video to derive a sequence of video characteristics of the video; populating the timed command stream with the sequence of video characteristics; segmenting the video into a series of mezzanine segments. The method further includes: for each mezzanine segment, in the series of mezzanine segments: retrieving instream video characteristics, in the sequence of video characteristics, contained within a first segment of the timed command stream corresponding to the mezzanine segment; retrieving upstream video characteristics, in the sequence of video characteristics, preceding the first segment of the timed command stream and informing transcoding of the mezzanine segment; transforming the instream video characteristics and the upstream video characteristics into a set of transcode commands; storing the set of transcode commands in command frames; and inserting the command frames into the mezzanine segment.

Method for audio and video just-in-time transcoding with command frames

A video monitoring system can include multiple collectors to receive video beacon data from multiple video monitoring interface modules. At least one beacon stream is connected to receive data from multiple collectors. A processing module receives the beacon stream and provides a real-time event stream used for real-time data analysis and a video view stream used for long-term data analysis.

Video analytics system

A method includes: receiving a script configured to modify the audio-video file; calculating a performance metric based on execution of the script on a set of test files; classifying the script as performant based on the performance metric; defining a metadata store associated with the script and the audio-video file; receiving a playback request specifying a rendition of the audio-video file from a computational device; in response to receiving the playback request: accessing a set of data inputs from the metadata store; executing the script on a frame of the audio-video file based on the set of data inputs to generate a modified frame of the audio-video file; transcoding the modified frame of the audio-video file into the rendition to generate an output frame of the audio-video file; and transmitting the output frame of the audio-video file to the computational device for playback at the computational device.

Method for on-demand video editing at transcode-time in a video streaming system

A method including: ingesting a video segment and a set of video features of the video segment; estimating a part size distribution for the video segment based on the set of video features and a first rendition of the video segment; calculating a maximum expected part size based on a threshold percentile in the part size distribution; at a first time, transmitting, to an video player, a manifest file indicating a set of byterange-addressable parts of the video segment in the first rendition, each byterange addressed part characterized by the maximum expected part size; at a second time, receiving, a playback request for a first byterange-addressable part; transcoding the first byterange-addressable part; in response to the maximum expected part size exceeding a size of the first byterange-addressable part in the first rendition, appending padding data to the first byterange-addressable part; and transmitting the first byterange-addressable part to the AV player.

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Oakland, CA, United States of America

Adam Brown