Pith Number

pith:IQSJEGLV

pith:2025:IQSJEGLVOLEDJONHOKENT3MW7O

not attested not anchored not stored refs pending

Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models

Che Hyun Lee, Heeseung Kim, Jiheum Yeom, Nohil Park, Sangkwon Park, Sangwon Yu, Sungroh Yoon

arxiv:2502.19759 v2 · 2025-02-27 · 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{IQSJEGLVOLEDJONHOKENT3MW7O}

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

2 papers in Pith

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Receipt and verification

First computed	2026-07-05T11:08:17.329156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

442492197572c834b9a77288d9ed96fbb62d2845bb0ed7b761cb8baca1202bf6

Aliases

arxiv: 2502.19759 · arxiv_version: 2502.19759v2 · doi: 10.48550/arxiv.2502.19759 · pith_short_12: IQSJEGLVOLED · pith_short_16: IQSJEGLVOLEDJONH · pith_short_8: IQSJEGLV

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/IQSJEGLVOLEDJONHOKENT3MW7O \
  | 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: 442492197572c834b9a77288d9ed96fbb62d2845bb0ed7b761cb8baca1202bf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83967a3267d00a99f75d152ac0054231a72c51269d14097165d317492c252988",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-02-27T04:53:55Z",
    "title_canon_sha256": "963fd4bd802f85bfea055cf1e79811bc1401783ee1da74bea02c55afd8cf04df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.19759",
    "kind": "arxiv",
    "version": 2
  }
}