Paper Citation Record · LEDGER

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation

As of 8 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2510.02171.

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

pith.paper-citation-record.v1
2510.02171 v3

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:45:58.331430Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0027f9e-dea7-40d1-b078-08c6647b94e5 · outbound

This paper cites Developing a benchmark for emotional analysis of music.PLOS ONE, 12(3):e0173392, 2017.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Developing a benchmark for emotional analysis of music.PLOS ONE, 12(3):e0173392, 2017

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:56.671848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74e3220a-bf39-4f28-80d6-f7974acc3bf9 · outbound

This paper cites A systematic review of artificial intelligence-based music generation: Scope, applications, and future trends.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation A systematic review of artificial intelligence-based music generation: Scope, applications, and future trends

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:56.743531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a90133b8-39d2-40e8-bde0-cec5eec9ba4f · outbound

This paper cites Using artificial intelligence for enhancing human creativity.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Using artificial intelligence for enhancing human creativity

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:56.833157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a5df34-cfeb-473d-9ecc-fab0d71f0cfe · outbound

This paper cites DDSP: Differentiable Digital Signal Processing.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation DDSP: Differentiable Digital Signal Processing

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:56.940803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f556542e-8212-4b13-9a89-ec2311a45959 · outbound

This paper cites Eeg-neurofeedback for optimising performance.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Eeg-neurofeedback for optimising performance

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.011594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ba1ddc-a927-4521-88b3-51f00e99ff0d · outbound

This paper cites Plumbley.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Plumbley

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.145707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e60accee-e8d1-40d6-b2c0-0fdfbb9998f2 · outbound

This paper cites Challenges and perspectives in interpretable music auto-tagging using perceptual features.IEEE Access, 2025.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Challenges and perspectives in interpretable music auto-tagging using perceptual features.IEEE Access, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.317843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 767f97dc-6490-4e13-bbe8-ebe42518d510 · outbound

This paper cites Music interpretation and emotion perception: A computational and neurophysiological investigation, 2025.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Music interpretation and emotion perception: A computational and neurophysiological investigation, 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.410471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 683b8765-a523-446b-9a90-000339dddb32 · outbound

This paper cites an unresolved cited work.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.468144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e36fe35a-320b-431f-877b-fae95ba34b75 · outbound

This paper cites Autonomy, authenticity, authorship and intention in computer generated art.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Autonomy, authenticity, authorship and intention in computer generated art

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.498744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee3128e7-7387-4052-a595-97f773058924 · outbound

This paper cites Music genre classification: A review of deep-learning and traditional machine-learning approaches.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Music genre classification: A review of deep-learning and traditional machine-learning approaches

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.598156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6050ed0-595e-41d7-91f8-cb49a49ac695 · outbound

This paper cites Increase in beta power reflects attentional top-down modulation after psychosocial stress induction.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Increase in beta power reflects attentional top-down modulation after psychosocial stress induction

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.670479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25486073-5041-462c-8736-addcbe63a45b · outbound

This paper cites AR Editions, Inc., 1995.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation AR Editions, Inc., 1995

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.727222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ed09bfa-078e-4b81-aa72-99fcc4163daa · outbound

This paper cites an unresolved cited work.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.828263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54c6abb1-c35e-409f-b320-b51959d94bf4 · outbound

This paper cites Stress index calculation and analysis based on heart rate variability of ecg signal with arrhythmia.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Stress index calculation and analysis based on heart rate variability of ecg signal with arrhythmia

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.902555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ce614d1-c7dc-46ad-b2a1-c80e0ae6bb9c · outbound

This paper cites Elec- troencephalographic biomarkers of relaxation: A systematic review and meta-analysis.bioRxiv, March 2024.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Elec- troencephalographic biomarkers of relaxation: A systematic review and meta-analysis.bioRxiv, March 2024

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:57.970181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 936bba44-5d95-4a27-94c3-a78ac176c86d · outbound

This paper cites Towards a human-centric design framework for ai assisted music production.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Towards a human-centric design framework for ai assisted music production

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:58.096744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4f3f6a1-8797-4fc8-b96f-3970ec89767c · outbound

This paper cites Ai see, you see: Human-ai musical collaboration in augmented reality.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Ai see, you see: Human-ai musical collaboration in augmented reality

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:58.174845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5357cde3-b9e4-42ad-a57d-db1d50276af2 · outbound

This paper cites MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:58.183689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c0090f2-cb3d-4b60-b4bf-fb01fd152b62 · outbound

This paper cites A clustering-based approach to automatic harmonic analysis: An exploratory study of harmony and form in mozart’s piano sonatas.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation A clustering-based approach to automatic harmonic analysis: An exploratory study of harmony and form in mozart’s piano sonatas

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:58.237105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e8d4d56-3070-4294-a589-3c3e18162ccd · outbound

This paper cites Symbolic Music Representations for Classification Tasks: A Systematic Evaluation.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation Symbolic Music Representations for Classification Tasks: A Systematic Evaluation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:58.285040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52214299-d7d1-48eb-967c-2241f9f9eedc · outbound

This paper cites A Survey of AI Music Generation Tools and Models.

Go witheFlow: Real-time Emotion Driven Audio Effects Modulation A Survey of AI Music Generation Tools and Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T12:45:58.331430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.