Pith Number

pith:R5IKNUD3

pith:2025:R5IKNUD3NPY23D2S3BANICYTL4

not attested not anchored not stored refs pending

Investigating the Reasonable Effectiveness of Speaker Pre-Trained Models and their Synergistic Power for SingMOS Prediction

Arun Balaji Buduru, Girish, Mohd Mujtaba Akhtar, Orchid Chetia Phukan, Pailla Balakrishna Reddy, Rajesh Sharma, Swarup Ranjan Behera

arxiv:2506.02232 v1 · 2025-06-02 · eess.AS · 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{R5IKNUD3NPY23D2S3BANICYTL4}

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	2026-07-05T11:14:34.981925Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f50a6d07b6bf1ad8f52d840d40b135f363353daa02607df42ed8db15b97543d

Aliases

arxiv: 2506.02232 · arxiv_version: 2506.02232v1 · doi: 10.48550/arxiv.2506.02232 · pith_short_12: R5IKNUD3NPY2 · pith_short_16: R5IKNUD3NPY23D2S · pith_short_8: R5IKNUD3

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/R5IKNUD3NPY23D2S3BANICYTL4 \
  | 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: 8f50a6d07b6bf1ad8f52d840d40b135f363353daa02607df42ed8db15b97543d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e19c290eb33799d437dc98065d60c84261ad65eaa83ef99a455b8c8daf0447e4",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-06-02T20:22:59Z",
    "title_canon_sha256": "643cee852d23819b59324c983c50376f5da778ad04a63419ad881dec1cfc6c7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02232",
    "kind": "arxiv",
    "version": 1
  }
}