Pith Number

pith:I4YBMXT3

pith:2024:I4YBMXT3ZD4ELPYZ2CVACU57E3

not attested not anchored not stored refs pending

Just ASR + LLM? A Study on Speech Large Language Models' Ability to Identify and Understand Speaker in Spoken Dialogue

Bo-Ru Lu, Junkai Wu, Mari Ostendorf, Mark Hasegawa-Johnson, Nima Mesgarani, Xilin Jiang, Xulin Fan

arxiv:2409.04927 v3 · 2024-09-07 · cs.CL · 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{I4YBMXT3ZD4ELPYZ2CVACU57E3}

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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.

Receipt and verification

First computed	2026-07-05T09:14:38.071272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4730165e7bc8f845bf19d0aa0153bf26e943852bb8a695a01af7be6956602d7b

Aliases

arxiv: 2409.04927 · arxiv_version: 2409.04927v3 · doi: 10.48550/arxiv.2409.04927 · pith_short_12: I4YBMXT3ZD4E · pith_short_16: I4YBMXT3ZD4ELPYZ · pith_short_8: I4YBMXT3

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/I4YBMXT3ZD4ELPYZ2CVACU57E3 \
  | 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: 4730165e7bc8f845bf19d0aa0153bf26e943852bb8a695a01af7be6956602d7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "371767c6aa91985231babb9872d8754d5dd77e76b89f6af9c01fe3a06e2f82a2",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-07T22:54:47Z",
    "title_canon_sha256": "086c4d7edf4f1b9bba641a1dc27a5087ca2f9faf8f0ac89dcbe9d6b02109ce00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.04927",
    "kind": "arxiv",
    "version": 3
  }
}