wai.audio.opus.dred.int: DRED of draft-ietf-mlcodec-opus-dred-07 decoded exactly, an integer profile on wai-ops/1, a stream under loss by digest, and its receipts (B3a) #434
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Delete branch "wai/dred-exact"
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What this is
The deep redundancy (DRED) of draft-ietf-mlcodec-opus-dred-07 decoded exactly. DRED carries, in an Opus packet's padding, a compact neural latent of the recent speech, from which a receiver rebuilds the acoustic features of lost packets. The draft specifies the decoder network in floating point and admits any decoder within tolerances, so two receivers rebuild different features from the same packets. This adds an integer profile,
dred-int/1: the draft's own network and its own weights file (pinned by SHA-256, never committed), lowered towai-ops/1graphs whose features are the same integers on every machine and on a GPU, with a stream-under-loss reconstruction named by a digest a verifier recomputes, and a player's statement that signs it.wai/extensions/opus-dred.md: registration (§2), finding DRED and its integers (§3), the profile (§4), a stream under loss (§5), the measurement (§6), receipts and synthesis's lattice (§7), refusals (§8), conformance (§9).wai.audio.opus.dred(the draft's decoding,StandardTolerance) andwai.audio.opus.dred.int(the profile,NeuralIntegerExact, one-file parameter set,opsloweringdred-int/1), both companion-only enhancement layers overwai.audio.opus.packet, bothpatent-pool.dred_exactmodule (featuredred_exact): RFC 6716 range decoder (and encoder, for the generator); Opus framing and the extension draft's iterator with its repeat mechanism; the payload's integers; the weights file parsed and expanded; the lowering; the driver; a deterministicf64reference; the draft's feature comparison; the loss scenario; the corpus generator. Binwai_dred_vectors.wai/live-conformance/dred/(vectors.json, README,fetch.sh) and its second implementationdred_verify.py(standard-library Python from the text, sharing no code with wai-rs).tests/dred_exact.rs(corpus regenerates byte for byte; §8 codes; §4 digests; acc64-not-acc32),tests/dred_exact_measure.rs(§6's table on the draft's test vectors),tests/dred_exact_gpu.rs(the corpus on every GPU adapter, graph by graph against the interpreter).wai-conformance.yml(independent-verifiers: fetch, unit, corpus, measurement, Python verifier) and inwai-ops-gpu.yml(build inchecks, run on Metal inmetal).wai/proposals/dred-integer-profile.md: the profile as an optional integer conformance point for the working group. Not filed.determinism-tiers.md§5/§6 rows, the research registry's class basis and licence note, the live-conformance index, a glossary exemption.Decisions, and why
AppliedForm::Enhancementand LCEVC's binding rule. Carried embedded (the draft's own carriage, no component) or separately (aWAI2companion whose payload is one DRED payload for frame 0 of the packet in the same envelope). One base,wai.audio.opus.packet, because there the envelope aligns DRED with its packet; no alignment with an Ogg stream is pinned, as for LCEVC.replicate. The exact profile needs its ownNeuralIntegerExactstring.patent-pool, conservatively. The IETF's IPR disclosure 6063 states a royalty-free intent conditional on the draft becoming a standard; REGISTRY.md's rule classes an unestablished statuspatent-pool.fetch.shfetches it from the draft's location and checks the digest. Nothing derived from the weights is committed either (the corpus holds only digests, the drawn packets and the decoded rows' digests and one row per payload).2^24, rounded half to even from the float32's exact bits (no float in any implementation); biases at the accumulator's scale; activations Q15;tanhread at Q12 and the sigmoid at Q11 fromlut16tables whose entries are a stated integer computation from one 62-bit constant (⌊e^(−1/2048)·2^62⌋, squared repeatedly), so a second implementation computes the same tables rather than trusting a float library; everyrqhalf up; the GRU update writtenhc + z·(h − hc)so it rounds once; inputs Q16,x·256/srounded half up. Every operator is inwai-ops/1-i32; the graphs meetacc64(notacc32: a 16-bit activation times a 32-bit weight over up to 576 inputs), so the GPU runs them atacc64.2^16,dred_latent_range): the draft's escape rule bounds nothing, and past a payload's end the range decoder reads zeros, so a crafted payload could keep a decoder reading. Where the draft's prose leaves a detail open (the magnitude is1 +the escape symbols; the quantizer's rounding), the profile follows the draft's reference decoder, and §3.3 says so.convert(a decoder's reconstruction of what the packets carried); concealment beyond DRED's coverage isgenerate/synthesized(content the packets never carried, by a trained model; notassist, which edits an input that exists); speech coding enhancement and blind bandwidth extension areassist(as synthesis classes an upscale), tierattest.Measured (§6), on the draft's eight test vectors
The profile passes the draft's feature test (0.5 / 0.15 / 0.02) on every vector. Informative, measured once by hand on the build host (arm64): the draft's reference decoder built in its default (8-bit) configuration lies 0.090–0.096 from its own test vectors, built with float weights 0.131–0.136; the two builds differ by about 0.13 from each other; the profile and the
f64network lie 0.015–0.018 from the float build. So the test vectors carry the arithmetic of the build that wrote them, and two builds of the reference decoder on one machine disagree; under the profile there is one answer.Checks
cargo test --locked --no-default-features --features dred_exact --lib dred_exact::(rb)WAI_DRED_WEIGHTS=… cargo test --locked --release --no-default-features --features dred_exact --test dred_exact(rb)WAI_DRED_WEIGHTS=… WAI_DRED_VECTORS=… cargo test --locked --release … --test dred_exact_measure(rb)WAI_OPS_GPU_REQUIRE=1 WAI_DRED_WEIGHTS=… cargo test --locked --release --no-default-features --features dred_exact,ops_gpu --test dred_exact_gpu(rb)dred-gpu: key=gpu-metal-0 payloads=3 streams=2 same=true graphs_on_gpu=29 (acc32 0, acc64 29) on_cpu=0 compared=29 differed=0 errors=[]python3 -I live-conformance/dred_verify.py live-conformance/dred <weights>cargo test --locked --no-default-features --lib -- codecs:: container::;cargo test --locked --lib(default)cargo test --locked --no-default-features --tests;cargo test --locked --tests(rb)carriage.rsupdated: DRED binds to an Opus packet)cargo run -q --no-default-features --bin wai -- registry exportthen--check(rb,--pull)cargo clippy --locked --no-default-features --features dred_exact,ops_gpu --all-targets;cargo clippy --locked --all-targets(rb)collapsible_ifnotes inglossary_check.rslines this change does not touch)cargo check --locked --target wasm32-unknown-unknown(wai-web);cargo check --locked(wai-pack) (rb)synthesis_verify.py,staged_verify.py,http_verify.py,pin_verify.py,pack_verify.pycheck-tests-in-ci.py,check-workflow-concurrency.sh,check-spec-refs.py,check-wai-section-refs.py,check-no-vanity-metrics.sh,test-public-text-checks.sh,check-comparative-prose.sh,check-orphan-sources.pycheck-public-names.shon the 35 changed files; commit messages--lockedFalsifications (committed first, each restored after)
float_decode_claimed_exactaccepted); dropping the magnitude cap → exit 1 (magnitude_past_capdecodes);tanhentries floored instead of rounded → exit 1; the GRU update rounded twice → exit 1 (a payload's rows differ); dropping the loss-pattern check → exit 1.23 → 22) →the_corpus_regenerates…fails ("vectors.json differs"); one digit of a row digest invectors.json→ fails; an extra code in §8's table →the_refusals_table_is_the_modulesfails (and the Python verifier exits 1); one figure of §6's table → the measurement test fails.Not done
WAI2companion holding a DRED payload) is specified and registered; the corpus exercises the embedded carriage only.GLOSSARY_NO_ENTRY).🤖 Generated with Claude Code
Closed: landed on main through merge train C (#461,
e0ac15f5); this PR's head is an ancestor of main.Pull request closed