Paper Citation Record · LEDGER

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments

As of 21 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2501.09394.

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

pith.paper-citation-record.v1
2501.09394 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:10:31.635598Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy9
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fda8201e-ec6b-4dbc-9af8-8409ff9a05e4 · outbound

This paper cites Acoustic scene classification: A competition review,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments Acoustic scene classification: A competition review,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:10:31.819837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fe6650fd-e6f9-4e5f-8f2c-58745e82a4e5 · outbound

This paper cites Acoustic scene classification: a comprehensive survey,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments Acoustic scene classification: a comprehensive survey,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:10:31.806674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 44f106a9-5bb2-4485-88f6-074bd71315c6 · outbound

This paper cites Acous- tic scene classification: Classifying environments from the sounds they produce,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments Acous- tic scene classification: Classifying environments from the sounds they produce,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:10:31.792938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 84e5a4ea-f843-45ab-9c9a-c0d6787bc114 · outbound

This paper cites Late fusion framework for acoustic scene classification using lpcc, scmc, and log-mel band energies with deep neural networks,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments Late fusion framework for acoustic scene classification using lpcc, scmc, and log-mel band energies with deep neural networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:10:31.779338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b5a9c975-a5ce-4c33-8847-d3d22dffa370 · outbound

This paper cites Server: Multi-modal speech emotion recognition using transformer- based and vision-based embeddings,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments Server: Multi-modal speech emotion recognition using transformer- based and vision-based embeddings,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:10:31.764479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 12f21905-c2e5-4934-b910-fcccb61a6fa3 · outbound

This paper cites A multi-device dataset for urban acoustic scene classification.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments A multi-device dataset for urban acoustic scene classification

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:10:31.609228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3a5c9ac-b53d-426e-b261-c231d1d4db2f · outbound

This paper cites Quantum-Inspired Machine Learning: a Survey.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments Quantum-Inspired Machine Learning: a Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:10:31.614691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd1b322-c212-4350-afd0-e87f5ed8eda6 · outbound

This paper cites A survey on vision transformer,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments A survey on vision transformer,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:10:31.747851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 34ad2ee6-9a85-4086-a5b7-7430fb37a4ab · outbound

This paper cites Tut database for acoustic scene classification and sound event detection,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments Tut database for acoustic scene classification and sound event detection,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:10:31.733601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d2f8e843-c6ff-4533-9c41-10b979c57906 · outbound

This paper cites Signal estimation from modified short-time fourier transform,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments Signal estimation from modified short-time fourier transform,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:10:31.627530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b96d5d6f-287e-44cd-9f10-d9f1800ae45f · outbound

This paper cites Quantum machine learning in feature hilbert spaces,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments Quantum machine learning in feature hilbert spaces,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:10:31.714196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 93cb79b5-e496-450c-a6fd-a81059a7735d · outbound

This paper cites The controlled swap test for de- termining quantum entanglement,.

Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments The controlled swap test for de- termining quantum entanglement,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:10:31.699743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.