Pith Number

pith:G7H4UVCL

pith:2024:G7H4UVCL5LAEO6CSDH2BF5QRCZ

not attested not anchored not stored refs pending

An Embarrassingly Simple Approach for LLM with Strong ASR Capacity

Fan Yu, Guanrou Yang, Jiaming Wang, Qian Chen, Shiliang Zhang, Siqi Zheng, Xie Chen, Yifan Yang, Zhifu Gao, Zhihao Du, Ziyang Ma

arxiv:2402.08846 v1 · 2024-02-13 · cs.CL · cs.AI · cs.MM · 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{G7H4UVCL5LAEO6CSDH2BF5QRCZ}

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

20 papers in Pith

Compress the Cache, Not the Speech Embedding: KV Compression for Efficient Speech LLMs

When Synthetic Speech Is All You Have: Better Call GRPO

Does Translation-Enhanced Speech Encoder Pre-training Affect Speech LLMs?

Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment

Enhancing Multilingual LLM-based ASR with Mixture of Experts and Dynamic Downsampling

Receipt and verification

First computed	2026-07-05T07:45:03.586198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37cfca544beac047785219f412f6111664c2295d1f7b7e8559bcc90b436e6ae2

Aliases

arxiv: 2402.08846 · arxiv_version: 2402.08846v1 · doi: 10.48550/arxiv.2402.08846 · pith_short_12: G7H4UVCL5LAE · pith_short_16: G7H4UVCL5LAEO6CS · pith_short_8: G7H4UVCL

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/G7H4UVCL5LAEO6CSDH2BF5QRCZ \
  | 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: 37cfca544beac047785219f412f6111664c2295d1f7b7e8559bcc90b436e6ae2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b23ae9eac08a3ed7114141c489a353cfbd9624ca7c570cd5ee518991c9b81e8f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MM",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-13T23:25:04Z",
    "title_canon_sha256": "2616b9ecfdc3de8cd7b6a0595d2d2fea2021dacf16f1deced7723081a30ea7b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08846",
    "kind": "arxiv",
    "version": 1
  }
}