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Pith
Pith Number

pith:72XTXMOO

pith:2021:72XTXMOOC47R3MJ2T6AGNQBSL6
not attested not anchored not stored refs pending

End-to-End Multi-Channel Transformer for Speech Recognition

Athanasios Mouchtaris, Brian King, Feng-Ju Chang, Martin Radfar, Siegfried Kunzmann

arxiv:2102.03951 v1 · 2021-02-08 · eess.AS · cs.CL · cs.SD

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\usepackage{pith}
\pithnumber{72XTXMOOC47R3MJ2T6AGNQBSL6}

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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.
Receipt and verification
First computed 2026-07-05T02:13:28.473564Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

feaf3bb1ce173f1db13a9f8066c0325f9d3cdc5f65a8674cff81d238529fea40

Aliases

arxiv: 2102.03951 · arxiv_version: 2102.03951v1 · doi: 10.48550/arxiv.2102.03951 · pith_short_12: 72XTXMOOC47R · pith_short_16: 72XTXMOOC47R3MJ2 · pith_short_8: 72XTXMOO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/72XTXMOOC47R3MJ2T6AGNQBSL6 \
  | 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: feaf3bb1ce173f1db13a9f8066c0325f9d3cdc5f65a8674cff81d238529fea40
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f376f11d8bc328d8361bd2e47d689f803787a5279601fbf8eb8d19ee1d49d39e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-02-08T00:12:44Z",
    "title_canon_sha256": "ace505b57935170efafd0c88d1dae85a5008bd5ffc8f9ce3419b4b513f664f17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.03951",
    "kind": "arxiv",
    "version": 1
  }
}