Paper Citation Record · LEDGER

Identification and Clustering of Unseen Ragas in Indian Art Music

As of 13 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2411.18611.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.18611 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:06:49.922908Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:06:49.759570Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-12T11:06:49.991024Z

Reference resolution

40 of 40 outbound references displayed

verified exact1
verified fuzzy34
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f31835f-0097-4ae1-956e-a1caff2e495e · outbound

This paper cites Identi- fication and Clustering of Unseen Ragas in Indian Art Music.

Identification and Clustering of Unseen Ragas in Indian Art Music Identi- fication and Clustering of Unseen Ragas in Indian Art Music

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.461678Z

Source-reported events for the cited work

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Observation d46646f4-311b-47bb-a9bb-54d12c7a2b00 · outbound

This paper cites Identification and Clustering of Unseen Ragas in Indian Art Music.

Identification and Clustering of Unseen Ragas in Indian Art Music Identification and Clustering of Unseen Ragas in Indian Art Music

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T11:06:49.996103Z

Source-reported events for the cited work

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Observation 6eaf7273-0a54-4334-a9aa-4d6a8b000925 · outbound

This paper cites We construct a labeled subset S l containing N num- ber of 30-second audio clips xl i, sourced from the PIM dataset [6], each belonging to one of thect predefined Raga Figure 1.

Identification and Clustering of Unseen Ragas in Indian Art Music We construct a labeled subset S l containing N num- ber of 30-second audio clips xl i, sourced from the PIM dataset [6], each belonging to one of thect predefined Raga Figure 1

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.437855Z

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Observation 706040ea-44ce-4e26-8ce1-0708b1899892 · outbound

This paper cites an unresolved cited work.

Identification and Clustering of Unseen Ragas in Indian Art Music Unresolved cited work

Reference 4

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Observation 9b02caef-90a2-436c-b4b6-b70fe2f7d309 · outbound

This paper cites We first use Uncertainty Estimation for Out-of- Distribution (OOD) detection on both the Saraga and PIM datasets, effectively distinguishing unknown Ragas from known ones.

Identification and Clustering of Unseen Ragas in Indian Art Music We first use Uncertainty Estimation for Out-of- Distribution (OOD) detection on both the Saraga and PIM datasets, effectively distinguishing unknown Ragas from known ones

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.414998Z

Source-reported events for the cited work

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Observation 2400ae5a-50aa-424e-9032-c227836c3ed7 · outbound

This paper cites Explainable deep learning analysis for raga identification in indian art music,.

Identification and Clustering of Unseen Ragas in Indian Art Music Explainable deep learning analysis for raga identification in indian art music,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.356020Z

Source-reported events for the cited work

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Observation 2043707e-20fa-4264-b3d4-ea552a32a776 · outbound

This paper cites The computational study of a musical cul- ture through its digital traces,.

Identification and Clustering of Unseen Ragas in Indian Art Music The computational study of a musical cul- ture through its digital traces,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.403609Z

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Observation 1d81869a-4ea9-4751-bc10-7c147f4b4876 · outbound

This paper cites Phononet: multi-stage deep neural net- works for raga identification in hindustani classical music,.

Identification and Clustering of Unseen Ragas in Indian Art Music Phononet: multi-stage deep neural net- works for raga identification in hindustani classical music,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.391337Z

Source-reported events for the cited work

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Observation 6b845844-1bf2-4aff-8c53-726ec1a7c705 · outbound

This paper cites Multimodal Deep Learning Architecture for Hindustani Raga Classifica- tion,.

Identification and Clustering of Unseen Ragas in Indian Art Music Multimodal Deep Learning Architecture for Hindustani Raga Classifica- tion,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.380202Z

Source-reported events for the cited work

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Observation 02fc802a-df5b-43a2-a7b8-ed62024e6dc6 · outbound

This paper cites A north indian raga recognition using ensemble clas- sifier,.

Identification and Clustering of Unseen Ragas in Indian Art Music A north indian raga recognition using ensemble clas- sifier,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.367964Z

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Observation fbbe2a11-3689-4b75-ae94-fe426d23ca1b · outbound

This paper cites DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning.

Identification and Clustering of Unseen Ragas in Indian Art Music DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning

Reference 11

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Observation 46f67f14-311c-46c6-8e31-3f21a6529768 · outbound

This paper cites Confidence estimation via auxiliary models,.

Identification and Clustering of Unseen Ragas in Indian Art Music Confidence estimation via auxiliary models,

Reference 12

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Observation 63eecf0d-6eb2-41b7-8711-9558bc5c0bf8 · outbound

This paper cites Confidence- enhanced models for indian art music analysis,.

Identification and Clustering of Unseen Ragas in Indian Art Music Confidence- enhanced models for indian art music analysis,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.268940Z

Source-reported events for the cited work

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Observation 2fd4d0f8-003f-4f42-9aea-86d24eb07c5d · outbound

This paper cites Toward open set recognition,.

Identification and Clustering of Unseen Ragas in Indian Art Music Toward open set recognition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.331457Z

Source-reported events for the cited work

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Observation 05432bdd-39e7-4592-b4eb-44dd4d240e21 · outbound

This paper cites Saraga: Open datasets for research on in- dian art music,.

Identification and Clustering of Unseen Ragas in Indian Art Music Saraga: Open datasets for research on in- dian art music,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.318428Z

Source-reported events for the cited work

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Observation 0618500c-3cb7-4513-974d-ae3d3e34a512 · outbound

This paper cites A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks.

Identification and Clustering of Unseen Ragas in Indian Art Music A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Reference 16

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This paper cites Simple and scalable predictive uncertainty estimation using deep ensembles,.

Identification and Clustering of Unseen Ragas in Indian Art Music Simple and scalable predictive uncertainty estimation using deep ensembles,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.306379Z

Source-reported events for the cited work

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Observation 93ef429f-cd09-4c03-a56a-f1a740759577 · outbound

This paper cites Addressing failure prediction by learning model confidence,.

Identification and Clustering of Unseen Ragas in Indian Art Music Addressing failure prediction by learning model confidence,

Reference 18

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Observation e195854e-d48f-4520-9035-fc0322b8a02a · outbound

This paper cites Multi-class classification without multi-class labels,.

Identification and Clustering of Unseen Ragas in Indian Art Music Multi-class classification without multi-class labels,

Reference 19

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Source-reported events for the cited work

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Observation 27a38f58-d5d4-4d40-8a47-44bb3d6394a6 · outbound

This paper cites A survey on deep semi-supervised learning,.

Identification and Clustering of Unseen Ragas in Indian Art Music A survey on deep semi-supervised learning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.186533Z

Source-reported events for the cited work

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Observation b2e3ed04-dbd8-4e12-b08c-60b521f56c8b · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning,.

Identification and Clustering of Unseen Ragas in Indian Art Music Dropout as a bayesian approximation: Representing model uncertainty in deep learning,

Reference 21

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This paper cites Object-graphs for context- aware category discovery,.

Identification and Clustering of Unseen Ragas in Indian Art Music Object-graphs for context- aware category discovery,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.248382Z

Source-reported events for the cited work

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Observation 7d182ebc-3240-4c42-ba7d-ef92b1c6d8f9 · outbound

This paper cites Automatically discovering and learn- ing new visual categories with ranking statistics,.

Identification and Clustering of Unseen Ragas in Indian Art Music Automatically discovering and learn- ing new visual categories with ranking statistics,

Reference 23

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Observation 27f77b07-89be-4fcf-9851-d963f2f3fff2 · outbound

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Identification and Clustering of Unseen Ragas in Indian Art Music Unresolved cited work

Reference 24

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This paper cites Neighborhood contrastive learning for novel class discovery,.

Identification and Clustering of Unseen Ragas in Indian Art Music Neighborhood contrastive learning for novel class discovery,

Reference 25

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Observation 970a77cf-f06b-4f31-ad4a-6121599cb94a · outbound

This paper cites Learning to discover novel visual categories via deep transfer clustering,.

Identification and Clustering of Unseen Ragas in Indian Art Music Learning to discover novel visual categories via deep transfer clustering,

Reference 26

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This paper cites Unsupervised contrastive learning of sound event representations,.

Identification and Clustering of Unseen Ragas in Indian Art Music Unsupervised contrastive learning of sound event representations,

Reference 27

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Observation 9a3404f8-0d19-4e06-af1e-930713b4ad7d · outbound

This paper cites Robust semi-supervised learning by wisely leveraging open- set data,.

Identification and Clustering of Unseen Ragas in Indian Art Music Robust semi-supervised learning by wisely leveraging open- set data,

Reference 28

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This paper cites Zero-shot learning — the good, the bad and the ugly,.

Identification and Clustering of Unseen Ragas in Indian Art Music Zero-shot learning — the good, the bad and the ugly,

Reference 29

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This paper cites Zero-shot learning—a comprehensive evaluation of the good, the bad and the ugly,.

Identification and Clustering of Unseen Ragas in Indian Art Music Zero-shot learning—a comprehensive evaluation of the good, the bad and the ugly,

Reference 30

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Observation f9fdfda5-753c-45b7-a3d6-5dbdec389610 · outbound

This paper cites Self-supervised learning of audio representations from permutations with differentiable ranking,.

Identification and Clustering of Unseen Ragas in Indian Art Music Self-supervised learning of audio representations from permutations with differentiable ranking,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.135018Z

Source-reported events for the cited work

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Observation b129ce0f-f75d-4545-875d-95a2a8ad4ece · outbound

This paper cites Self- supervised contrastive learning for singing voices,.

Identification and Clustering of Unseen Ragas in Indian Art Music Self- supervised contrastive learning for singing voices,

Reference 32

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Source-reported events for the cited work

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Observation e9c23a75-409a-4fdc-a3f9-92cf29a5978b · outbound

This paper cites S3t: Self-supervised pre-training with swin transformer for music classification,.

Identification and Clustering of Unseen Ragas in Indian Art Music S3t: Self-supervised pre-training with swin transformer for music classification,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.109150Z

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This paper cites Silhouettes: A graphical aid to the in- terpretation and validation of cluster analysis,.

Identification and Clustering of Unseen Ragas in Indian Art Music Silhouettes: A graphical aid to the in- terpretation and validation of cluster analysis,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.081487Z

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Observation 4612f06b-473e-48c8-a315-97e524fd82f8 · outbound

This paper cites Information the- oretic measures for clusterings comparison: Variants, properties, normalization and correction for chance,.

Identification and Clustering of Unseen Ragas in Indian Art Music Information the- oretic measures for clusterings comparison: Variants, properties, normalization and correction for chance,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.067436Z

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Observation a6dad1f3-ace0-4a8a-9ede-c93a37de135d · outbound

This paper cites Cluster ensembles - a knowl- edge reuse framework for combining multiple parti- tions,.

Identification and Clustering of Unseen Ragas in Indian Art Music Cluster ensembles - a knowl- edge reuse framework for combining multiple parti- tions,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.052408Z

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Observation 0227b1ea-89b5-4445-bee6-41138e9c1e99 · outbound

This paper cites Interactive singing melody extraction based on active adaptation,.

Identification and Clustering of Unseen Ragas in Indian Art Music Interactive singing melody extraction based on active adaptation,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.039434Z

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Observation 22a8669c-a686-467a-a136-b666ea31233c · outbound

This paper cites MERT: Acoustic music understanding model with large-scale self-supervised training,.

Identification and Clustering of Unseen Ragas in Indian Art Music MERT: Acoustic music understanding model with large-scale self-supervised training,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.026011Z

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Observation 37d520b4-8cfc-4720-bcb0-e7581ef0a9f5 · outbound

This paper cites Understanding the behaviour of contrastive loss,.

Identification and Clustering of Unseen Ragas in Indian Art Music Understanding the behaviour of contrastive loss,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.010460Z

Source-reported events for the cited work

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Observation 82e5180c-587d-4d68-9afb-222e959a66af · outbound

This paper cites Available: https://arxiv.org/abs/2406.

Identification and Clustering of Unseen Ragas in Indian Art Music Available: https://arxiv.org/abs/2406

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:50.343468Z

Source-reported events for the cited work

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Pith citing papers

Observation d46646f4-311b-47bb-a9bb-54d12c7a2b00 · inbound