Pith Number

pith:W4PCLO7K

pith:2024:W4PCLO7KFSURLQ4YEPP4RZFA7K

not attested not anchored not stored refs pending

SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model

Nima Mesgarani, Siavash Shams, Sukru Samet Dindar, Xilin Jiang

arxiv:2405.11831 v2 · 2024-05-20 · eess.AS · cs.LG

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\usepackage{pith}
\pithnumber{W4PCLO7KFSURLQ4YEPP4RZFA7K}

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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

3 papers in Pith

From Objectives to Applications: Aligning Architectural Biases in Audio Self-Supervised Learning

A Survey of Mamba

State Space Models for Bioacoustics: A Comparative Evaluation with Transformers

Receipt and verification

First computed	2026-07-05T10:09:44.022483Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b71e25bbea2ca915c39823dfc8e4a0fa9cf0af39e3a756b1f4118a0d7e5942fe

Aliases

arxiv: 2405.11831 · arxiv_version: 2405.11831v2 · doi: 10.48550/arxiv.2405.11831 · pith_short_12: W4PCLO7KFSUR · pith_short_16: W4PCLO7KFSURLQ4Y · pith_short_8: W4PCLO7K

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/W4PCLO7KFSURLQ4YEPP4RZFA7K \
  | 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: b71e25bbea2ca915c39823dfc8e4a0fa9cf0af39e3a756b1f4118a0d7e5942fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f7ba88d393d5866c9d1c1ed46af8be4652294f3cd59363d1010b5f1534079e9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2024-05-20T06:58:47Z",
    "title_canon_sha256": "a69cd6eeb860a5c884015b7a5a1cbe87a53d31ac90964a9c81ce053e80c1aceb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11831",
    "kind": "arxiv",
    "version": 2
  }
}