Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:13:53.805682Z
Paper Citation Record · LEDGER
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding
As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2608.01560.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
15 of 15 outbound references displayed
- verified exact2
- verified fuzzy0
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a028c132-d4b3-4f80-80f1-0c0b5f449658 · outbound
This paper cites WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:52.600060Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1dd2c93-60cf-432a-8602-9c63e3541725 · outbound
This paper cites MTEB: Massive Text Embedding Benchmark.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding MTEB: Massive Text Embedding Benchmark
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:52.736101Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af0f95bd-1df9-460e-b0bc-12c42e17a5bf · outbound
This paper cites GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:52.886296Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b83880a0-f5fe-4558-b0a9-e50d9f4fb031 · outbound
This paper cites Contrastive Learning with Hard Negative Samples.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Contrastive Learning with Hard Negative Samples
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:53.022159Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ecaa0ab-8f4b-4b27-8021-f1f2fa36a7cd · outbound
This paper cites Can contrastive learning avoid shortcut solutions?.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Can contrastive learning avoid shortcut solutions?
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T00:13:54.693089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b21b671d-365c-4e1d-b228-490938aed096 · outbound
This paper cites Fusion Embedding: A Unified Embedding Space for Text, Image, Video, and Audio.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Fusion Embedding: A Unified Embedding Space for Text, Image, Video, and Audio
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:13:54.384676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 70845207-61b5-4aad-b78c-9e1cd873b88c · outbound
This paper cites Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:53.628346Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3227e367-80fd-4445-8a81-e303308d8d4e · outbound
This paper cites Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning
Reference 15
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T00:13:54.118372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8ad9a670-8b50-45a1-967c-068b9e1b39d1 · outbound
This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:53.463904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dc3efa2-3379-46a4-b513-be2467aff359 · outbound
This paper cites Shortcut Learning in Deep Neural Networks.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Shortcut Learning in Deep Neural Networks
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:52.229065Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8003aa6a-11dc-4ec3-aa4a-76703c8b9a1d · outbound
This paper cites Intriguing Properties of Contrastive Losses.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Intriguing Properties of Contrastive Losses
Reference 2021
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T00:13:55.346283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9d98e0ee-b112-4a56-8aa4-8e6287efff0e · outbound
This paper cites Matryoshka Representation Learning.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Matryoshka Representation Learning
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:52.324203Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ba6b2d1-d4f9-4aef-b18a-41944a65099a · outbound
This paper cites CLAP: Learning Audio Concepts From Natural Language Supervision.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding CLAP: Learning Audio Concepts From Natural Language Supervision
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:52.065013Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52b56ada-bc48-42b5-8437-6b8dd70795af · outbound
This paper cites Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:13:51.851266Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e582ce5-864a-400c-aeb7-2df1822df112 · outbound
This paper cites Probing Low-Level Acoustic Attribute Encoding in CLAP Audio Embeddings.
Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding Probing Low-Level Acoustic Attribute Encoding in CLAP Audio Embeddings
Reference 2026
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T00:13:55.009060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.