Pith Number

pith:IOT2UCJD

pith:2023:IOT2UCJDUKLZRADBVBV7LY5RYM

not attested not anchored not stored refs pending

Improved Decoding of Attentional Selection in Multi-Talker Environments with Self-Supervised Learned Speech Representation

Cong Han, Nima Mesgarani, Vishal Choudhari, Yinghao Aaron Li

arxiv:2302.05756 v1 · 2023-02-11 · eess.AS · cs.SD · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IOT2UCJDUKLZRADBVBV7LY5RYM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T05:40:57.971471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43a7aa0923a297988061a86bf5e3b1c30564ce1f00cf2faf0f9b24deb5650848

Aliases

arxiv: 2302.05756 · arxiv_version: 2302.05756v1 · doi: 10.48550/arxiv.2302.05756 · pith_short_12: IOT2UCJDUKLZ · pith_short_16: IOT2UCJDUKLZRADB · pith_short_8: IOT2UCJD

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/IOT2UCJDUKLZRADBVBV7LY5RYM \
  | 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: 43a7aa0923a297988061a86bf5e3b1c30564ce1f00cf2faf0f9b24deb5650848

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9047c1f7ff14cd6b972693c642df5e9edee3d77c030c18ae4cb017e40d7d8c12",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-02-11T18:33:42Z",
    "title_canon_sha256": "0cdc71e7485183561d4cd23187322c6f1445ba4e20d6789241fc9914b1f2d916"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.05756",
    "kind": "arxiv",
    "version": 1
  }
}