Pith Number

pith:5HJF6FA5

pith:2025:5HJF6FA5GRRGOM4OKY6GLWS6D7

not attested not anchored not stored refs pending

Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR

Eng Siong Chng, Hexin Liu, Yizhou Peng

arxiv:2506.13396 v2 · 2025-06-16 · cs.CL · 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{5HJF6FA5GRRGOM4OKY6GLWS6D7}

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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

Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR

Receipt and verification

First computed	2026-07-05T11:31:46.311365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9d25f141d346267338e563c65da5e1fd0339f6b67fcddc3db5cb4422b4908e0

Aliases

arxiv: 2506.13396 · arxiv_version: 2506.13396v2 · doi: 10.48550/arxiv.2506.13396 · pith_short_12: 5HJF6FA5GRRG · pith_short_16: 5HJF6FA5GRRGOM4O · pith_short_8: 5HJF6FA5

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/5HJF6FA5GRRGOM4OKY6GLWS6D7 \
  | 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: e9d25f141d346267338e563c65da5e1fd0339f6b67fcddc3db5cb4422b4908e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d6f5b9c3cb4b69f6cce126f735e786dc3e777eb9a68d879e895c2c2c4c225a3",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-16T12:03:23Z",
    "title_canon_sha256": "ce5e76982e25562e60d60ee93baca1a741675d913ce193fd9f7890690eeb29df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13396",
    "kind": "arxiv",
    "version": 2
  }
}