Pith Number

pith:XFM7CFI6

pith:2021:XFM7CFI6Y55KQ3SSECO726OCJX

not attested not anchored not stored refs pending

Quantifying and Maximizing the Benefits of Back-End Noise Adaption on Attention-Based Speech Recognition Models

Coleman Hooper, Gu-Yeon Wei, Thierry Tambe

arxiv:2105.01134 v2 · 2021-05-03 · eess.AS · 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{XFM7CFI6Y55KQ3SSECO726OCJX}

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.

Receipt and verification

First computed	2026-07-05T03:17:02.930482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b959f1151ec77aa86e52209dfd79c24dd8c376e9e88b5cb95cdbf8cf761daec8

Aliases

arxiv: 2105.01134 · arxiv_version: 2105.01134v2 · doi: 10.48550/arxiv.2105.01134 · pith_short_12: XFM7CFI6Y55K · pith_short_16: XFM7CFI6Y55KQ3SS · pith_short_8: XFM7CFI6

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/XFM7CFI6Y55KQ3SSECO726OCJX \
  | 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: b959f1151ec77aa86e52209dfd79c24dd8c376e9e88b5cb95cdbf8cf761daec8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18541c04e5fa584843a7dcd314f5ca2de2da6ed4da5b7d5ecbc635efe0fcc241",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-05-03T19:23:58Z",
    "title_canon_sha256": "2a912595ac312c068fe793f7cf8296fd098229e0d4c5fb0d6e7bb679801cc84b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.01134",
    "kind": "arxiv",
    "version": 2
  }
}