Pith Number

pith:MZT7IWN2

pith:2024:MZT7IWN2IIIGFH35B22JMJY75W

not attested not anchored not stored refs pending

Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems

Boris Ginsburg, He Huang, Ivan Medennikov, Jagadeesh Balam, Krishna C. Puvvada, Kunal Dhawan, Nithin Rao Koluguri, Taejin Park, Weiqing Wang

arxiv:2409.06656 v3 · 2024-09-10 · eess.AS · cs.CL · cs.LG · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MZT7IWN2IIIGFH35B22JMJY75W}

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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

5 papers in Pith

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents

MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation

Position-Aware Target Speaker Extraction for Long-Form Multi-Party Conversations: A Diarization-Free Framework for ASR

Audio-Mind: An Auditable Agentic Framework for Audio Understanding

MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation

Receipt and verification

First computed	2026-07-05T11:39:43.244141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6667f459ba4210629f7d0eb496271fedbee3d82175b47dc1b78dc76a9a44ce17

Aliases

arxiv: 2409.06656 · arxiv_version: 2409.06656v3 · doi: 10.48550/arxiv.2409.06656 · pith_short_12: MZT7IWN2IIIG · pith_short_16: MZT7IWN2IIIGFH35 · pith_short_8: MZT7IWN2

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/MZT7IWN2IIIGFH35B22JMJY75W \
  | 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: 6667f459ba4210629f7d0eb496271fedbee3d82175b47dc1b78dc76a9a44ce17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "077f332ddf10d462311afe7366cf7b17e6a09338244b5a879a33e9680db81b51",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-09-10T17:20:11Z",
    "title_canon_sha256": "9b475f10bc232536baf43771956d078041568cb8b12d05bbc786238d2ef8f873"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.06656",
    "kind": "arxiv",
    "version": 3
  }
}