Pith Number

pith:2QZZVGBX

pith:2026:2QZZVGBX6SRVDIGKVXRNLSMLN5

not attested not anchored not stored refs pending

CS-ETS: Chaos-Inspired Samba-Based EMG-To-Speech Synthesis with Nonlinear Chaotic Losses

Anomadarshi Barua, David Vergano, Luke Baja-Ricketts, Sajid Fardin Dipto, Tarikul Islam Tamiti

arxiv:2607.18629 v1 · 2026-07-21 · cs.SD · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2QZZVGBX6SRVDIGKVXRNLSMLN5}

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	2026-07-22T00:22:57.528779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4339a9837f4a351a0caade2d5c98b6f5625b8ae702bed24a6210fabe8fc7928

Aliases

arxiv: 2607.18629 · arxiv_version: 2607.18629v1 · doi: 10.48550/arxiv.2607.18629 · pith_short_12: 2QZZVGBX6SRV · pith_short_16: 2QZZVGBX6SRVDIGK · pith_short_8: 2QZZVGBX

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/2QZZVGBX6SRVDIGKVXRNLSMLN5 \
  | 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: d4339a9837f4a351a0caade2d5c98b6f5625b8ae702bed24a6210fabe8fc7928

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92789a00905bf237a3ea7eb5af14204976362082855d8667fe3a24d466220e13",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-07-21T01:54:51Z",
    "title_canon_sha256": "2f35059f63b1440f8853f2247a0d10130da79aa6a61b316e877e6c8742730698"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18629",
    "kind": "arxiv",
    "version": 1
  }
}