Pith Number

pith:JYYPWID2

pith:2025:JYYPWID2MWKFIELS225R7LV3SN

not attested not anchored not stored refs pending

TALKPLAY: Multimodal Music Recommendation with Large Language Models

Juhan Nam, Keunwoo Choi, Seungheon Doh

arxiv:2502.13713 v5 · 2025-02-19 · cs.IR · 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{JYYPWID2MWKFIELS225R7LV3SN}

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

3 papers in Pith

Reddit2Deezer: A Scalable Dataset for Real-World Grounded Conversational Music Recommendation

Expressiveness Limits of Autoregressive Semantic ID Generation in Generative Recommendation

DialBGM: A Benchmark for Background Music Recommendation from Everyday Multi-Turn Dialogues

Receipt and verification

First computed	2026-06-03T01:05:43.566413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e30fb207a6594541172d6bb1faebb937d0611d10cb316dcb2fbd9d5cf22d0f4

Aliases

arxiv: 2502.13713 · arxiv_version: 2502.13713v5 · doi: 10.48550/arxiv.2502.13713 · pith_short_12: JYYPWID2MWKF · pith_short_16: JYYPWID2MWKFIELS · pith_short_8: JYYPWID2

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/JYYPWID2MWKFIELS225R7LV3SN \
  | 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: 4e30fb207a6594541172d6bb1faebb937d0611d10cb316dcb2fbd9d5cf22d0f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af10d4298fdfe9fb503c8170ec6a1cbbf2ae97db8c4accd3460c049a4d5b8465",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-02-19T13:28:20Z",
    "title_canon_sha256": "0ddf3e411228dd802c98f669104577bb5a728e6ae6cd522243991ea4dddab108"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13713",
    "kind": "arxiv",
    "version": 5
  }
}