Pith Number

pith:M3ESM2RL

pith:2025:M3ESM2RLMWSWR45HCQJAYRWYFX

not attested not anchored not stored refs pending

Efficient Scaling for LLM-based ASR

Bingshen Mu, Dong Yu, Kun Wei, Lei Xie, Yiwen Shao

arxiv:2508.04096 v1 · 2025-08-06 · 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{M3ESM2RLMWSWR45HCQJAYRWYFX}

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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

2 papers in Pith

Rethinking Speech-LLM Integration for ASR: Effective Joint Speech-Text Training by Interleaving

Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages

Receipt and verification

First computed	2026-07-05T11:49:20.531534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66c9266a2b65a568f3a714120c46d82dd0fa92003220de657bea1097988b5d59

Aliases

arxiv: 2508.04096 · arxiv_version: 2508.04096v1 · doi: 10.48550/arxiv.2508.04096 · pith_short_12: M3ESM2RLMWSW · pith_short_16: M3ESM2RLMWSWR45H · pith_short_8: M3ESM2RL

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/M3ESM2RLMWSWR45HCQJAYRWYFX \
  | 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: 66c9266a2b65a568f3a714120c46d82dd0fa92003220de657bea1097988b5d59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9ea12ba6af3e621a1d1ccf5076e4d45bc3ffe69c0713efdce29cc77c7cc1ddc",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-08-06T05:28:18Z",
    "title_canon_sha256": "173fe38c0966606d83a3fb7b589caece25b4e4eb991acb90cd9f31293eaf5595"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04096",
    "kind": "arxiv",
    "version": 1
  }
}