Pith Number

pith:XH4I7BZE

pith:2021:XH4I7BZEYCJ3DJ5KZYZAHENTNV

not attested not anchored not stored refs pending

Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation

Chandra Dhir, Pramod Simha, Pranay Dighe, Saurabh Adya, Siddharth Sigtia, Vineet Garg, Wonil Chang

arxiv:2105.06598 v1 · 2021-05-14 · eess.AS · cs.HC · cs.LG · 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{XH4I7BZEYCJ3DJ5KZYZAHENTNV}

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	2026-07-05T02:40:12.090221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9f88f8724c093b1a7aace320391b36d5d1f2bddfe108b94ddd646af7b71bd39

Aliases

arxiv: 2105.06598 · arxiv_version: 2105.06598v1 · doi: 10.48550/arxiv.2105.06598 · pith_short_12: XH4I7BZEYCJ3 · pith_short_16: XH4I7BZEYCJ3DJ5K · pith_short_8: XH4I7BZE

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/XH4I7BZEYCJ3DJ5KZYZAHENTNV \
  | 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: b9f88f8724c093b1a7aace320391b36d5d1f2bddfe108b94ddd646af7b71bd39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7f1824d254bf92b48e47f149aa2e303b50054a6b1e5da227a1fe42d136441d0",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2021-05-14T00:41:42Z",
    "title_canon_sha256": "b41f9ebf808326c2265ae77583c07df0365255644254e14ee189b72730f86f4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.06598",
    "kind": "arxiv",
    "version": 1
  }
}