Pith Number

pith:QMZRRDWL

pith:2024:QMZRRDWLEO5435PRYNTHXCKALV

not attested not anchored not stored refs pending

Enhancing Out-of-Vocabulary Performance of Indian TTS Systems for Practical Applications through Low-Effort Data Strategies

Ashwin Sankar, Giri Raju, Mitesh M. Khapra, Praveen Srinivasa Varadhan, Srija Anand

arxiv:2407.13435 v1 · 2024-07-18 · cs.CL · cs.LG · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QMZRRDWLEO5435PRYNTHXCKALV}

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	2026-07-05T08:45:38.964806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8333188ecb23bbcdf5f1c3667b89405d70d65d94b017eb7867093dfef94124f0

Aliases

arxiv: 2407.13435 · arxiv_version: 2407.13435v1 · doi: 10.48550/arxiv.2407.13435 · pith_short_12: QMZRRDWLEO54 · pith_short_16: QMZRRDWLEO5435PR · pith_short_8: QMZRRDWL

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/QMZRRDWLEO5435PRYNTHXCKALV \
  | 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: 8333188ecb23bbcdf5f1c3667b89405d70d65d94b017eb7867093dfef94124f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c21bffdc5a24fa501b040dce6876a5689fcf9da799b2a24ad7cd5aff1c0535c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-18T12:03:14Z",
    "title_canon_sha256": "ab8501eeb3a0fbbc4b2899a15e1c645d20bf2ea08d3b2f46d6ce65478ec24d0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.13435",
    "kind": "arxiv",
    "version": 1
  }
}