Pith Number

pith:AHXH2G7J

pith:2024:AHXH2G7J6BFJXQCQLLXGJWJ5VT

not attested not anchored not stored refs pending

Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions

Helen Meng, Jiawen Kang, Lingwei Meng, Shujie Hu, Wenxuan Wu, Xixin Wu, Xunying Liu, Yuejiao Wang, Zhaoqing Li

arxiv:2409.08596 v2 · 2024-09-13 · cs.CL · cs.AI · cs.SD · 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{AHXH2G7J6BFJXQCQLLXGJWJ5VT}

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.

Cited by

1 paper in Pith

Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR

Receipt and verification

First computed	2026-07-05T10:43:25.421809Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01ee7d1be9f04a9bc0505aee64d93dacf0e4838ddea5136c4bcaedb37f35dc35

Aliases

arxiv: 2409.08596 · arxiv_version: 2409.08596v2 · doi: 10.48550/arxiv.2409.08596 · pith_short_12: AHXH2G7J6BFJ · pith_short_16: AHXH2G7J6BFJXQCQ · pith_short_8: AHXH2G7J

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/AHXH2G7J6BFJXQCQLLXGJWJ5VT \
  | 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: 01ee7d1be9f04a9bc0505aee64d93dacf0e4838ddea5136c4bcaedb37f35dc35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e3b456fb20b0e06c2ee75415c4954edf7bfcd1a8642fdb2b95bc3f25ac2f67d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-13T07:28:28Z",
    "title_canon_sha256": "2918f42bf05debcd9f038e79d500eb0659d9ecf1822c2c645325b13112a3bbeb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08596",
    "kind": "arxiv",
    "version": 2
  }
}