Pith. sign in
Pith Number

pith:SN6JJ5EX

pith:2021:SN6JJ5EXESHY75GZOUZVPT3G5A
not attested not anchored not stored refs pending

Multi-Channel Transformer Transducer for Speech Recognition

Athanasios Mouchtaris, Feng-Ju Chang, Martin Radfar, Maurizio Omologo

arxiv:2108.12953 v1 · 2021-08-30 · eess.AS · cs.LG · cs.SD

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SN6JJ5EXESHY75GZOUZVPT3G5A}

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 2026-07-05T03:09:48.215742Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

937c94f497248f8ff4d9753357cf66e81e76aa47184a55159e57c843c350bb0c

Aliases

arxiv: 2108.12953 · arxiv_version: 2108.12953v1 · doi: 10.48550/arxiv.2108.12953 · pith_short_12: SN6JJ5EXESHY · pith_short_16: SN6JJ5EXESHY75GZ · pith_short_8: SN6JJ5EX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SN6JJ5EXESHY75GZOUZVPT3G5A \
  | 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: 937c94f497248f8ff4d9753357cf66e81e76aa47184a55159e57c843c350bb0c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "284900b25a8f9d1e2da8628fc8638fa61cf461be09ee7ef741f19e32958b73a4",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-08-30T01:50:51Z",
    "title_canon_sha256": "2ee6687a072dab62c5f6581b4dae0c79548a4cacfb90cadd109642fc3ae43419"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.12953",
    "kind": "arxiv",
    "version": 1
  }
}