Pith Number

pith:UV5AU5KY

pith:2024:UV5AU5KYYPI2EU4U3LG2LEDFFM

not attested not anchored not stored refs pending

BAT: Learning to Reason about Spatial Sounds with Large Language Models

David Harwath, Eunsol Choi, Puyuan Peng, Xie Chen, Zhisheng Zheng, Ziyang Ma

arxiv:2402.01591 v3 · 2024-02-02 · eess.AS · cs.AI · cs.CL · cs.SD

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UV5AU5KYYPI2EU4U3LG2LEDFFM}

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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

4 papers in Pith

Probing Spatial Structure in Pretrained Audio Representations

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

The World is Not Mono: Enabling Spatial Understanding in Large Audio-Language Models

EgoSound: Benchmarking Sound Understanding in Egocentric Videos

Receipt and verification

First computed	2026-07-05T11:04:35.672346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a57a0a7558c3d1a25394dacda590652b0aff12c733437fa62a1cf851a9312da9

Aliases

arxiv: 2402.01591 · arxiv_version: 2402.01591v3 · doi: 10.48550/arxiv.2402.01591 · pith_short_12: UV5AU5KYYPI2 · pith_short_16: UV5AU5KYYPI2EU4U · pith_short_8: UV5AU5KY

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/UV5AU5KYYPI2EU4U3LG2LEDFFM \
  | 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: a57a0a7558c3d1a25394dacda590652b0aff12c733437fa62a1cf851a9312da9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbe97b5d20b683cbc91ce09aad4e4b58416d4fd2bd86e620b4a78bf02be86d3e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-02-02T17:34:53Z",
    "title_canon_sha256": "4aa0d483a20a231e4ccdcd4a1589c9eaeeab8b627a8df08256c6c488b8f25b18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01591",
    "kind": "arxiv",
    "version": 3
  }
}