Pith. sign in
Pith Number

pith:5OANUJYY

pith:2026:5OANUJYY6URR2XRLHARTBDO422
not attested not anchored not stored refs pending

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs

Firoj Alam, Hunzalah Hassan Bhatti, Shammur Absar Chowdhury

arxiv:2601.12494 v3 · 2026-01-18 · cs.SD · cs.AI · cs.CL · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5OANUJYY6URR2XRLHARTBDO422}

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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 2026-07-08T01:18:24.517411Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

eb80da2718f5231d5e2b3823308ddcd699e5f500cab3864730a5d6eb318a9a89

Aliases

arxiv: 2601.12494 · arxiv_version: 2601.12494v3 · doi: 10.48550/arxiv.2601.12494 · pith_short_12: 5OANUJYY6URR · pith_short_16: 5OANUJYY6URR2XRL · pith_short_8: 5OANUJYY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5OANUJYY6URR2XRLHARTBDO422 \
  | 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: eb80da2718f5231d5e2b3823308ddcd699e5f500cab3864730a5d6eb318a9a89
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "07369e3bb4d674d5dcf7651f61bd678671900fcecc73cb7ccb9634bbeb71819c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-01-18T17:08:31Z",
    "title_canon_sha256": "8d8d33cf70aff0d0601b19f726224482affc8ec21b88c90183557023348b0dfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.12494",
    "kind": "arxiv",
    "version": 3
  }
}