Pith Number

pith:JANS4RF5

pith:2023:JANS4RF5KPVVSXU6GKJB3ZYFEW

not attested not anchored not stored refs pending

Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM

Alon Levkovitch, Chulayuth Asawaroengchai, Ehud Rivlin, Eliya Nachmani, Julian Salazar, Michelle Tadmor Ramanovich, RJ Skerry-Ryan, Roy Hirsch, Soroosh Mariooryad

arxiv:2305.15255 v4 · 2023-05-24 · 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{JANS4RF5KPVVSXU6GKJB3ZYFEW}

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.

Cited by

8 papers in Pith

Which Speech Representation Better Matches Text-Native Reasoning? A Study of Speech-Text Alignment on Frame Rate and Representation

Audio Interaction Model

FacePlex: Full-Duplex Joint Speech-Facial Motion Generation for Conversational Avatars

Learning When to Think While Listening in Large Audio-Language Models

Enhancing Speech Large Language Models through Reinforced Behavior Alignment

Receipt and verification

First computed	2026-07-05T08:25:27.620910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

481b2e44bd53eb595e9e32921de70525af6c06e855fc57ddc9e176115957fcdd

Aliases

arxiv: 2305.15255 · arxiv_version: 2305.15255v4 · doi: 10.48550/arxiv.2305.15255 · pith_short_12: JANS4RF5KPVV · pith_short_16: JANS4RF5KPVVSXU6 · pith_short_8: JANS4RF5

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/JANS4RF5KPVVSXU6GKJB3ZYFEW \
  | 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: 481b2e44bd53eb595e9e32921de70525af6c06e855fc57ddc9e176115957fcdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "427a443fe2f35617d716cb7852a187fcd28ba0ddfbe4c8649232d48589a136f5",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-24T15:39:43Z",
    "title_canon_sha256": "5727a237f694959494dad2378a73d67d961d592f2f79d891a97a1965140bb39c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15255",
    "kind": "arxiv",
    "version": 4
  }
}