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Demuxed 2023

Demuxed 2023: The 9th edition of the best damn conference in the world for video engineers.

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Open and Free: How Web philosophy challenged legacy media mindsets - and wonJeremy Doig32m
Claims that open and free standards plus rapid iteration win over legacy TV mindsets get backed by concrete moves: integration of WebM/VP8 in Chrome and later…
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“The Beautiful Game”… It’s not a Man’s World after allAmy Prosser10m
Optus Sport moves its stack toward HLS CMAF and wins streaming rights for Premier League La Liga and the Barclays Women's Super League then carries the FIFA…
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Stories from the trenches: debugging video issues from a client’s perspectivePieter-Jan Speelmans18m
Claim: player is rarely the root cause but must implement workarounds. Gives concrete cases: encoders desyncing via a nonsticky load balancer that yields…
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Why is your encoder so slow? The curse of next-gen standardsAdam Wieckowski12m
Claim: next‑gen codecs slow not because of immature software but because of design choices like motion field merge modes that create non-differentiable…
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Experimenting with Hardware and AI to Create Dynamic Live Streaming User ExperiencesTodd Sharp23m
Experiments show concrete prototypes and outcomes: a millimeter-wave human-presence sensor composites or switches cameras after a solder fix and reliability…
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Baby Demuxed's First Assembly Language FunctionKieran Kunhya13m
Handwritten x86 SIMD functions claim 10–20x speedups for common video kernels and a pixel packing routine measures 62x faster than C. Example code uses SSE2…
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Media over QUIC contribution with RustMike English12m
Implements Media over QUIC in Rust and reports what actually worked: a mock Pub CLI that publishes fragmented MP4 over the mock transport, a lib moach CFFI…
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Server-initiated client-side just-in-time stitching in ABR streamingKevin Yu, Prabhu Hosur, Spencer Shanson20m
Presented by Kevin Yu, Prabhu Hosur, Spencer Shanson of PlutoTV. In a typical server-side stitching, complete manifests ( i.e., playlists in HLS and MPD in…
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When IDR Frame Insertion BackfiresAndy Francis11m
Live streams suffer when IDR frame insertion blooms into bursts: a Samsung Galaxy S2 balloon feed triggers scene‑change detection, bursts IDRs, spikes the…
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CDN Challenges of HTTP-based Low Latency Live Streaming DeliveryTomas Bacik16m
Claims that HTTP live can hit glass-to-glass latency under four seconds by combining specific CDN and encoding changes: nginx-based request coalescing and a…
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Using application informed pacing to be a friendly internet neighborShravya Kunamalla19m
Netflix implements application-informed pacing and a joint ABR-plus-rate-control called Sammy that sets per-chunk pace rates (6× top bitrate when buffer empty…
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Low-level wizardry in dav1dRonald S. Bultje13m
dav1d shows concrete wins: low-level AVX512 work using IceLake/TigerLake cross‑lane shuffles, multiply‑accumulate and cryptographic instructions plus the ferm…
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Why Your Lawyer is Scared of AIVictoria Nemiah17m
Summary pays attention to specifics: existing laws that already bite, not speculative AI bills. Mentions EU AI Act drafts and concrete outcomes like the…
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Towards efficient dynamic Ad insertion in the EdgeJosselin Cozanet20m
Claims a working integration of HLS low‑latency playlist manipulation with a CDN that keeps players at the edge of the stream while handling ad server…
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The curious player of Benjamin Button: reverse video on the webMattias Buelens09m
A web player is actually built that decodes and renders frames manually using WebCodecs and a custom baby video element to achieve reverse playback; it must…
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Navigating HTML5 Encrypted Media ExtensionsThasso Griebel14m
Practical EME gotchas and fixes: common deployments hit double license requests when the server certificate is omitted, fixed by calling setServerCertificate…
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The NeverEnding Story of replacing your transcoding pipelineQuentin Mazars-Simon20m
A migration from a Tron legacy platform to a distributed file core pipeline begins in 2019 and stretches through 2023, reaching about 96–97% of traffic; the…
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Notes on AV1 productization and royalty-free video codecs outlookAndrey Norkin20m
Netflix reports 30% catalog coverage for AV1 and measures a ~10% VMAF uplift, 5% more 4K streaming hours, up to 38% fewer quality drops and a ~2% start‑play…
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Having H26Fun with H26Forge: Vulnerability Hunting, Datamoshing, and More!Willy R. Vasquez12m
A reusable toolkit called H26Forge parses and rewrites H.264 syntax elements (30k lines of Rust plus small Python transforms) to generate syntactically valid…
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The Bug Hunter's Guide: Unraveling Video Players CMCD implementation in a monthNicolas Gonzalez12m
A CMCD Validator is built in a month with one‑week sprints and public planning, released an npm library in three weeks, a web validator for…
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Using AI to get relevant KPIs for Audio QualityAlvaro Laserna Lopez09m
Good metrics include actual algorithms and results not buzzwords Here the claims are concrete: SpeechQ uses Whisper transcripts to score intelligibility by…
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JavaScript can be the missing spork in ffmpeg's swiss army knifeMatt Szatmary16m
Claims a working proof of concept that embeds Google's V8 into ffmpeg and creates a mipp filter to run user JavaScript on each frame, with C++ shims to pass…
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lo-fi spy: video, steganography, and youVanessa Pyne13m
Demonstrates concrete steganography techniques for video: Least Significant Bit edits, alpha‑channel and pixel‑padding tricks, metadata stuffing…
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Content Aware Encoding for low latency live streaming encoders using deep learningRamdas Satyan17m
A deep learning model predicts per-segment target bitrate from lookahead statistics and luma histograms and runs on encoder inference hardware with minimal…
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Unmasking Digital Deception: The Content Authenticity Initiative For Video EngineersEric Tang12m
Claims that the Content Authenticity Initiative and C2PA attach verifiable provenance from camera to player using cryptographic signing and metadata, with…
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Kyber: a new approach for real-time video and controls streaming based on QuicJean-Baptiste Kempf11m
Kyber is an open source real‑time SDK that actually ships a working stack: encoder, decoder, input multiplexing and network layer based on FFmpeg and VLC. It…
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Exploring Video Editing in the BrowserLuke McGartland12m
Claims that WebCodecs gives frame‑accurate seeking and hardware acceleration while the plain video element cannot reliably hit frame accuracy; shipping a…
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Debunking the Myth of Video Delivery Monitoring on End-User DevicesAndrey Pozdnyakov18m
Claim: installing probes in customers' set‑top boxes rarely identifies responsibility and yields redundant identical data. The talk shows a probe that runs on…
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Implementing HLS/DASH Content Steering at ScaleGuillem Cabrera12m
Claim: content steering works at mass scale by pushing trivial decision logic to stateless edge functions while doing heavy analytics in the cloud…
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Journeys through the content moderation landscape of videoJustin Sanford12m
A practical runbook for video moderation: an open source upload flow (stream.new) sends five sampled images to Hive for NSFW/violence scoring and automatically…
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Cacheable live under 200ms glass 2 glass. Is it VC or livestreaming? It is MOQJordi Cenzano25m
Media over QUIC (MOQ) is an IETF proposal for a media transport protocol that involves several big players of online video space (Meta, Youtube, Cisco, Akamai…
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Demuxed 2023 Lightning Talks50m
Fast bullets of what actually happens and whether it matters: Video.js adds on request/on response APIs, content steering and expanded metadata; a…
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