Pith Number

pith:TIKYLTPU

pith:2023:TIKYLTPU7FKDJOCYF4NYK5EVXR

not attested not anchored not stored refs pending

Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis

Hubert Siuzdak

arxiv:2306.00814 v3 · 2023-06-01 · cs.SD · cs.LG · eess.AS

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\usepackage{pith}
\pithnumber{TIKYLTPU7FKDJOCYF4NYK5EVXR}

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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.

Cited by

15 papers in Pith

Unified Audio Intelligence Without Regressing on Text Intelligence

Synthesizing the Lombard Effect: Multi-Level Control of Speech Clarity and Vocal Effort in TTS

FlowTTS-GRPO: Online Reinforcement Learning with Multi-Objective Reward Optimization for Flow-Matching Based Text-to-Speech

NAC: Neural Action Codec for Vision-Language-Action Models

PhASE-Flow: Phonetic-Conditioned Acoustic Flow Matching in SSL Representation Domain for Speech Enhancement

Receipt and verification

First computed	2026-07-05T08:24:36.489570Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a1585cdf4f95434b8582f1b857495bc707d0a973a98909fbeca3f00faa859b9

Aliases

arxiv: 2306.00814 · arxiv_version: 2306.00814v3 · doi: 10.48550/arxiv.2306.00814 · pith_short_12: TIKYLTPU7FKD · pith_short_16: TIKYLTPU7FKDJOCY · pith_short_8: TIKYLTPU

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/TIKYLTPU7FKDJOCYF4NYK5EVXR \
  | 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: 9a1585cdf4f95434b8582f1b857495bc707d0a973a98909fbeca3f00faa859b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d82272d1d00e5f90f860d857a4b99302347beb5be872a2d319a617dd7fb26e7",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-06-01T15:40:32Z",
    "title_canon_sha256": "ad2c07ac4bfd83b51f2cd5da3bacc9175366a6361e186c91eadbcf2f9bb0c444"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00814",
    "kind": "arxiv",
    "version": 3
  }
}