Pith Number

pith:AEVUZVK5

pith:2024:AEVUZVK5AQCX2SOOP4SOSH7FMT

not attested not anchored not stored refs pending

Speech Separation using Neural Audio Codecs with Embedding Loss

Bin Ma, Chin Yuen Kwok, Eng Siong Chng, Jia Qi Yip

arxiv:2411.17998 v1 · 2024-11-27 · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AEVUZVK5AQCX2SOOP4SOSH7FMT}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

CodecSep: Prompt-Driven Universal Sound Separation on Neural Audio Codec Latents

Receipt and verification

First computed	2026-07-05T09:41:10.015195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

012b4cd55d04057d49ce7f24e91fe564d0d1ab556ef98f447ae5be1e75c28adc

Aliases

arxiv: 2411.17998 · arxiv_version: 2411.17998v1 · doi: 10.48550/arxiv.2411.17998 · pith_short_12: AEVUZVK5AQCX · pith_short_16: AEVUZVK5AQCX2SOO · pith_short_8: AEVUZVK5

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/AEVUZVK5AQCX2SOOP4SOSH7FMT \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 012b4cd55d04057d49ce7f24e91fe564d0d1ab556ef98f447ae5be1e75c28adc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e32ec4e205b839fe22f7ef58a27c2600808c7c7870c8c60aba4196702ff9dbe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-11-27T02:31:52Z",
    "title_canon_sha256": "a6352524c8c3506c742064b2cc493948319cf03453f0db7963f13678fd62989a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17998",
    "kind": "arxiv",
    "version": 1
  }
}