Pith Number

pith:NAZJL6DF

pith:2026:NAZJL6DFPJ5A6CHJJGC5KEGEK6

not attested not anchored not stored refs pending

Evaluating Pre-trained Speech Encoders for Spontaneous Speech Detection and Out of Domain Synthetic Speech Generalisation in Indic Languages

Nihar Desai, Pavan Kumar J, Sujith Pulikodan, Varun Rai

arxiv:2608.12536 v1 · 2026-08-12 · eess.AS

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NAZJL6DFPJ5A6CHJJGC5KEGEK6}

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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	2026-08-14T00:44:33.153154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

683295f8657a7a0f08e94985d510c457b4c2e0851356c7c4ee162f18a26bc660

Aliases

arxiv: 2608.12536 · arxiv_version: 2608.12536v1 · doi: 10.48550/arxiv.2608.12536 · pith_short_12: NAZJL6DFPJ5A · pith_short_16: NAZJL6DFPJ5A6CHJ · pith_short_8: NAZJL6DF

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/NAZJL6DFPJ5A6CHJJGC5KEGEK6 \
  | 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: 683295f8657a7a0f08e94985d510c457b4c2e0851356c7c4ee162f18a26bc660

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c976c410a269bb7b8da1b791ca8e71886f1bfac9da11dfe59649ad5af34d877e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-08-12T19:09:10Z",
    "title_canon_sha256": "557b2d432324ef7e13a29fe9c5ea723f5b11b9f473cd36480c145bc32fdc0949"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12536",
    "kind": "arxiv",
    "version": 1
  }
}