Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:43:50.948567Z
Paper Citation Record · LEDGER
Estimating Musical Surprisal in Audio
As of 11 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2501.07474.
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 2026-08-11T06:34:44.6726+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
49 of 49 outbound references displayed
- verified exact0
- verified fuzzy40
- unresolved9
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0f0d1030-ea5c-45a6-80f4-eec9dbba22bb · outbound
This paper cites Meaning in music and information theory,.
Estimating Musical Surprisal in Audio Meaning in music and information theory,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.660453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5eef9ddc-de81-4446-bda3-864136718baa · outbound
This paper cites Multiple viewpoint systems for music prediction,.
Estimating Musical Surprisal in Audio Multiple viewpoint systems for music prediction,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.641511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 95c4a5c3-ac96-4f67-aa01-60544bb01f07 · outbound
This paper cites The construction and evaluation of statistical models of melodic structure in music perception and composition,.
Estimating Musical Surprisal in Audio The construction and evaluation of statistical models of melodic structure in music perception and composition,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.628266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4756fb2c-d060-47a5-a992-ef079be6cabe · outbound
This paper cites Auditory expectation: The information dynamics of music perception and cognition,.
Estimating Musical Surprisal in Audio Auditory expectation: The information dynamics of music perception and cognition,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.611265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a9f2dc3e-d9a0-42e9-b893-cb9f96e0f51b · outbound
This paper cites Information-theoretic modeling of perceived musical complexity,.
Estimating Musical Surprisal in Audio Information-theoretic modeling of perceived musical complexity,
Reference 5
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a408598a-926b-4c33-9b08-f4a17cbcf270 · outbound
This paper cites Exploring sampling techniques for generating melodies with a transformer language model,.
Estimating Musical Surprisal in Audio Exploring sampling techniques for generating melodies with a transformer language model,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.585438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b73eaf9e-e82d-4cfc-b3cc-e161de34380d · outbound
This paper cites Predictability and uncertainty in the pleasure of music: a reward for learning?.
Estimating Musical Surprisal in Audio Predictability and uncertainty in the pleasure of music: a reward for learning?
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.571717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2fb7ec50-2bdb-4af9-8265-f7667b7decae · outbound
This paper cites Guided music synthesis with variable markov oracle,.
Estimating Musical Surprisal in Audio Guided music synthesis with variable markov oracle,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.558666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e0a6b270-1642-421c-b0f3-edd8363417ba · outbound
This paper cites Developing and evaluating computational models of musical style,.
Estimating Musical Surprisal in Audio Developing and evaluating computational models of musical style,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.547018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fa5e721f-2852-42bd-862d-0f4d76adda65 · outbound
This paper cites Controlling surprisal in music generation via information content curve matching,.
Estimating Musical Surprisal in Audio Controlling surprisal in music generation via information content curve matching,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.534858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 323babab-3192-4c97-a711-8664c99d2d95 · outbound
This paper cites Audio oracle: A new algorithm for fast learning of audio structures,.
Estimating Musical Surprisal in Audio Audio oracle: A new algorithm for fast learning of audio structures,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.521662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ac98999c-1984-4f1c-b18b-78e4568f559b · outbound
This paper cites Deep generative models of music expectation,.
Estimating Musical Surprisal in Audio Deep generative models of music expectation,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.506046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a9180504-fa9e-448a-afa6-e30b2c449aeb · outbound
This paper cites Retrieving musical information from neural data: how cognitive features enrich acoustic ones.
Estimating Musical Surprisal in Audio Retrieving musical information from neural data: how cognitive features enrich acoustic ones
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.488109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 21b1bd14-e72b-4a47-9366-87ac5ad54d1b · outbound
This paper cites Differentiable short-term models for efficient online learning and prediction in monophonic music,.
Estimating Musical Surprisal in Audio Differentiable short-term models for efficient online learning and prediction in monophonic music,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.468789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 05540098-e23d-4d5f-9f3e-62fc65673ef4 · outbound
This paper cites On the typicality of musical sequences,.
Estimating Musical Surprisal in Audio On the typicality of musical sequences,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.454722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5558d77f-998b-403c-b956-fa8701268a65 · outbound
This paper cites Attention is all you need,.
Estimating Musical Surprisal in Audio Attention is all you need,
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:43:50.810820Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccbe21be-f05a-4bf5-ad88-51f948e6f294 · outbound
This paper cites Long-form music generation with latent diffusion,.
Estimating Musical Surprisal in Audio Long-form music generation with latent diffusion,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.431935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a90713e7-0701-48aa-bc59-ab1186910743 · outbound
This paper cites GIVT: Generative Infinite-Vocabulary Transformers.
Estimating Musical Surprisal in Audio GIVT: Generative Infinite-Vocabulary Transformers
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:43:50.819371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55210714-3413-4eb6-96e8-8633c43556b9 · outbound
This paper cites Music2latent: Consistency autoencoders for latent audio compression,.
Estimating Musical Surprisal in Audio Music2latent: Consistency autoencoders for latent audio compression,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.419109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e9e69077-ed06-41ff-83f6-3d43ff0fe7bf · outbound
This paper cites Unsupervised statistical learning underpins computational, behavioural, and neural manifestations of musical expectation,.
Estimating Musical Surprisal in Audio Unsupervised statistical learning underpins computational, behavioural, and neural manifestations of musical expectation,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.405204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 140f4c6c-6da1-4825-a532-be5c4580050d · outbound
This paper cites Cortical encoding of melodic expectations in human temporal cortex,.
Estimating Musical Surprisal in Audio Cortical encoding of melodic expectations in human temporal cortex,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.388702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f8d3ad1b-28cb-451c-926a-95e6e90ee10d · outbound
This paper cites Predictive uncertainty in auditory sequence processing,.
Estimating Musical Surprisal in Audio Predictive uncertainty in auditory sequence processing,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.373490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2be6fda8-cb57-4f46-9331-d83d6de9a362 · outbound
This paper cites Pupil responses to pitch deviants reflect predictability of melodic sequences,.
Estimating Musical Surprisal in Audio Pupil responses to pitch deviants reflect predictability of melodic sequences,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.358192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation aef2208a-bca4-472f-90da-bcf2ee259e09 · outbound
This paper cites Statistical learning of melodic patterns influences the brain’s response to wrong notes,.
Estimating Musical Surprisal in Audio Statistical learning of melodic patterns influences the brain’s response to wrong notes,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.342968Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6632b82b-bc57-4913-aea8-ddf201ed4b84 · outbound
This paper cites Detecting change in stochastic sound sequences,.
Estimating Musical Surprisal in Audio Detecting change in stochastic sound sequences,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.325624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4e607622-f858-4c6b-97f9-cb8960ecadab · outbound
This paper cites A model for statistical regularity extraction from dynamic sounds,.
Estimating Musical Surprisal in Audio A model for statistical regularity extraction from dynamic sounds,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.309486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6c374df5-8b5f-485e-94ed-25301950ab67 · outbound
This paper cites Consistency models,.
Estimating Musical Surprisal in Audio Consistency models,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.293882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 411ca942-6379-4375-8c7a-e640266cf655 · outbound
This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.
Estimating Musical Surprisal in Audio wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:43:50.858472Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2015dc0-5c78-4855-a9ed-7a0859c01419 · outbound
This paper cites Contrastive learning of musical representations,.
Estimating Musical Surprisal in Audio Contrastive learning of musical representations,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.263828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0017f8cb-4a31-4232-accd-edf88d740744 · outbound
This paper cites Jukebox: A Generative Model for Music.
Estimating Musical Surprisal in Audio Jukebox: A Generative Model for Music
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:43:50.867905Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a32402a-bbb8-4f98-a4b3-34d999e69aca · outbound
This paper cites SoundStream: An end-to-end neural audio codec,.
Estimating Musical Surprisal in Audio SoundStream: An end-to-end neural audio codec,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.245946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3f246b24-7e9c-4c9e-a93d-09225bdae258 · outbound
This paper cites High fidelity neural audio compression,.
Estimating Musical Surprisal in Audio High fidelity neural audio compression,
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:43:50.877305Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4687f2ae-47cc-4b5a-af51-512738d1a3c7 · outbound
This paper cites High- fidelity audio compression with improved RVQGAN,.
Estimating Musical Surprisal in Audio High- fidelity audio compression with improved RVQGAN,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.223359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 675ffde3-9e11-41da-995c-87e889f3c9cf · outbound
This paper cites Language models are unsupervised multitask learners,.
Estimating Musical Surprisal in Audio Language models are unsupervised multitask learners,
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:43:50.885564Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ecf0205-472e-41ca-bf51-f0808cb87e95 · outbound
This paper cites Medleydb 2.0: New data and a system for sustainable data collection,.
Estimating Musical Surprisal in Audio Medleydb 2.0: New data and a system for sustainable data collection,
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.202189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 24f4f9bc-ec85-49a0-b5a5-89f6e9430480 · outbound
This paper cites The MUSDB18 corpus for music separation,.
Estimating Musical Surprisal in Audio The MUSDB18 corpus for music separation,
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:43:50.894174Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b17e87a0-ccc9-4d1d-beb2-7f09d7f58764 · outbound
This paper cites Kishi, N.
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.189916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f1358c76-4ec5-4ba2-b6b3-e0de1d6fa77f · outbound
This paper cites Roformer: Enhanced transformer with rotary position embedding,.
Estimating Musical Surprisal in Audio Roformer: Enhanced transformer with rotary position embedding,
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.175544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3e6e6909-ebf8-400f-8420-032eb8657f88 · outbound
This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.
Estimating Musical Surprisal in Audio FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:43:50.910143Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 209f14bf-84a0-4e3c-b47e-f334e1abb09b · outbound
This paper cites Adam: A method for stochastic optimization,.
Estimating Musical Surprisal in Audio Adam: A method for stochastic optimization,
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.159480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f3f57cc2-5b17-4647-affb-57e96d57ef13 · outbound
This paper cites Conchord: an application for generating musical harmony by navigating in a perceptually motivated tonal interval space,.
Estimating Musical Surprisal in Audio Conchord: an application for generating musical harmony by navigating in a perceptually motivated tonal interval space,
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.145934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2b12907b-0eeb-4038-9dc7-deff6651adc4 · outbound
This paper cites A multi-level tonal interval space for modelling pitch relatedness and musical consonance,.
Estimating Musical Surprisal in Audio A multi-level tonal interval space for modelling pitch relatedness and musical consonance,
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.132564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 74be4b3e-ae65-4220-b464-a051750b47e7 · outbound
This paper cites an unresolved cited work.
Estimating Musical Surprisal in Audio Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T20:43:51.119575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fe07b482-ebbc-4bb7-92e4-8463f059c2a1 · outbound
This paper cites Perceptual scaling of synthesized musical timbres: Common dimensions, specificities, and latent subject classes,.
Estimating Musical Surprisal in Audio Perceptual scaling of synthesized musical timbres: Common dimensions, specificities, and latent subject classes,
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.106035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 368fb468-0a12-4abf-bf63-41293be9c281 · outbound
This paper cites Maximum filter vibrato suppression for onset detection,.
Estimating Musical Surprisal in Audio Maximum filter vibrato suppression for onset detection,
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.089867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9edb4b40-0c04-4012-a8ee-a79f8f95a440 · outbound
This paper cites ITU- R BS.1770-4,.
Estimating Musical Surprisal in Audio ITU- R BS.1770-4,
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.074030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b8e0688a-c80b-48f1-8a22-b2592d741416 · outbound
This paper cites Inves- tigating the cortical tracking of speech and music with sung speech,.
Estimating Musical Surprisal in Audio Inves- tigating the cortical tracking of speech and music with sung speech,
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.059991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0040365f-ff52-4ecc-929b-f3b93e4e425d · outbound
This paper cites The multivariate temporal response function (mtrf) toolbox: a matlab toolbox for relating neural signals to continuous stimuli,.
Estimating Musical Surprisal in Audio The multivariate temporal response function (mtrf) toolbox: a matlab toolbox for relating neural signals to continuous stimuli,
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.046865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dbd08d50-705c-4cca-a7ef-caa23f442f6a · outbound
This paper cites Neural signatures of musical and linguistic interactions during natural song listening,.
Estimating Musical Surprisal in Audio Neural signatures of musical and linguistic interactions during natural song listening,
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:43:51.034755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
No inbound Pith citation observations are available.