Pith Number

pith:3YVNNRRO

pith:2017:3YVNNRROQO5UHXJPI3ZCOZ5LE5

not attested not anchored not stored refs pending

Recognizing Multi-talker Speech with Permutation Invariant Training

Dong Yu, Xuankai Chang, Yanmin Qian

arxiv:1704.01985 v4 · 2017-03-22 · cs.SD · cs.LG · 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{3YVNNRROQO5UHXJPI3ZCOZ5LE5}

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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

SC-SOT: Conditioning the Decoder on Diarized Speaker Information for End-to-End Overlapped Speech Recognition

Receipt and verification

First computed	2026-05-17T23:59:03.773612Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de2ad6c62e83bb43dd2f46f22767ab27696223ff06efd38f956490886bd44c87

Aliases

arxiv: 1704.01985 · arxiv_version: 1704.01985v4 · doi: 10.48550/arxiv.1704.01985 · pith_short_12: 3YVNNRROQO5U · pith_short_16: 3YVNNRROQO5UHXJP · pith_short_8: 3YVNNRRO

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/3YVNNRROQO5UHXJPI3ZCOZ5LE5 \
  | 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: de2ad6c62e83bb43dd2f46f22767ab27696223ff06efd38f956490886bd44c87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37cad79edcd5dca75ab86aad23f0c60b4a890e8f744ba77b5de0608da6d5cf14",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2017-03-22T08:39:32Z",
    "title_canon_sha256": "c44361d10eea9ee57508133f422a080bea00a3fdb577008716bb5a82be1311f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.01985",
    "kind": "arxiv",
    "version": 4
  }
}