Pith Number

pith:YNS7NYDD

pith:2025:YNS7NYDDBADJ4XURHBQZTZH2CC

not attested not anchored not stored refs pending

InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training

Dingdong Wang, Dongchao Yang, Jincenzi Wu, Jin Xu, Junyang Lin, Ruihang Chu, Shengpeng Ji, Xiong Wang, Zhifang Guo

arxiv:2503.02769 v2 · 2025-03-04 · cs.SD · cs.CL · cs.HC · 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{YNS7NYDDBADJ4XURHBQZTZH2CC}

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

Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs

Receipt and verification

First computed	2026-07-05T11:15:43.777258Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c365f6e06308069e5e91386199e4fa10b13e5c8a585d04411f07bb900dc3b930

Aliases

arxiv: 2503.02769 · arxiv_version: 2503.02769v2 · doi: 10.48550/arxiv.2503.02769 · pith_short_12: YNS7NYDDBADJ · pith_short_16: YNS7NYDDBADJ4XUR · pith_short_8: YNS7NYDD

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/YNS7NYDDBADJ4XURHBQZTZH2CC \
  | 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: c365f6e06308069e5e91386199e4fa10b13e5c8a585d04411f07bb900dc3b930

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5029335d16e5e0b508ca907bb49cd2c5a2f80656fd77225c97081b5d4499595",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-03-04T16:34:14Z",
    "title_canon_sha256": "d6799b3ad990b82f17475654aadba728a3f0288fa6e9c0e2d0dc4f173bd21c71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02769",
    "kind": "arxiv",
    "version": 2
  }
}