Pith Number

pith:QPOIA7ES

pith:2025:QPOIA7ESDYMGIHDCUB4YZOGEPW

not attested not anchored not stored refs pending

Time-Frequency-Based Attention Cache Memory Model for Real-Time Speech Separation

Guo Chen, Kai Li, Runxuan Yang, Xiaolin Hu

arxiv:2505.13094 v1 · 2025-05-19 · cs.SD · cs.AI · eess.AS

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\usepackage{pith}
\pithnumber{QPOIA7ESDYMGIHDCUB4YZOGEPW}

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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

1 paper in Pith

Inside the Latent Flow: Causal Deciphering of Attention Dynamics in Audio Separation Foundation Models

Receipt and verification

First computed	2026-07-05T11:05:14.857907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83dc807c921e18641c62a0798cb8c47d87738da53e2001b75f8988433b46ad19

Aliases

arxiv: 2505.13094 · arxiv_version: 2505.13094v1 · doi: 10.48550/arxiv.2505.13094 · pith_short_12: QPOIA7ESDYMG · pith_short_16: QPOIA7ESDYMGIHDC · pith_short_8: QPOIA7ES

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/QPOIA7ESDYMGIHDCUB4YZOGEPW \
  | 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: 83dc807c921e18641c62a0798cb8c47d87738da53e2001b75f8988433b46ad19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acb23a9bba8ca92535d1c0b862e2cb32e6331edba0667c0812511075a9bcefff",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-05-19T13:25:51Z",
    "title_canon_sha256": "4fb922dcc8a664c3b7a1ea9e655989c9d57e8d531342c49954653a435dc42c96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13094",
    "kind": "arxiv",
    "version": 1
  }
}