Pith Number

pith:GO6ZHSPP

pith:2021:GO6ZHSPP5TFS2X4J3UJTV3NRHF

not attested not anchored not stored refs pending

Why does CTC result in peaky behavior?

Albert Zeyer, Hermann Ney, Ralf Schl\"uter

arxiv:2105.14849 v2 · 2021-05-31 · cs.LG · cs.AI · cs.CL · cs.NE · cs.SD · eess.AS · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GO6ZHSPP5TFS2X4J3UJTV3NRHF}

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

3 papers in Pith

Conserved Kinematic Representations enable Zero-Shot Decoding in Handwriting BCIs

Beyond Acoustic Sparsity and Linguistic Bias: A Prompt-Free Paradigm for Mispronunciation Detection and Diagnosis

Rethinking Entropy Allocation in LLM-based ASR: Understanding the Dynamics between Speech Encoders and LLMs

Receipt and verification

First computed	2026-07-05T02:46:14.344250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33bd93c9efeccb2d5f89dd133aedb1394a0ed1a148cc0d63a0a032e22d884445

Aliases

arxiv: 2105.14849 · arxiv_version: 2105.14849v2 · doi: 10.48550/arxiv.2105.14849 · pith_short_12: GO6ZHSPP5TFS · pith_short_16: GO6ZHSPP5TFS2X4J · pith_short_8: GO6ZHSPP

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/GO6ZHSPP5TFS2X4J3UJTV3NRHF \
  | 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: 33bd93c9efeccb2d5f89dd133aedb1394a0ed1a148cc0d63a0a032e22d884445

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8004760caaa0150474f69f7a747fb7cfa190cf4a5a62958f95cc17a7300bef2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.NE",
      "cs.SD",
      "eess.AS",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-31T10:03:14Z",
    "title_canon_sha256": "7c552a5f9e4120222c73ea0e927ac17f95e1dd4ac0f51e7b691e03f2c8f35c0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.14849",
    "kind": "arxiv",
    "version": 2
  }
}