Paper Citation Record · LEDGER

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction

As of 8 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2506.05899.

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

pith.paper-citation-record.v1
2506.05899 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:16:56.451078Z

measured 24 of 24 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

24 of 24 outbound references displayed

verified exact2
verified fuzzy13
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7bc31a3e-2706-46af-8798-ee2fc057ec8a · outbound

This paper cites MusicLM: Generating Music From Text.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction MusicLM: Generating Music From Text

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:54.146491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad315d80-4b72-4627-83d5-86978052c1e7 · outbound

This paper cites AudioLDM: Text-to-Audio Generation with Latent Diffusion Models.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:54.194385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcc3cde5-97b3-4695-8872-6c514b116744 · outbound

This paper cites Fast timing- conditioned latent audio diffusion,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Fast timing- conditioned latent audio diffusion,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.613505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c2eda0e4-5e05-4345-8d6b-d655fcd3f419 · outbound

This paper cites Musiceval: A generative music dataset with expert ratings for automatic text-to-music evaluation,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Musiceval: A generative music dataset with expert ratings for automatic text-to-music evaluation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.450106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation faae7500-a287-40ef-b230-0f8e7653af5a · outbound

This paper cites SSL-MOS: A Self-Supervised Learning Based Approach with A Transformer Target Model For MOS Pre- diction,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction SSL-MOS: A Self-Supervised Learning Based Approach with A Transformer Target Model For MOS Pre- diction,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.291059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c88a3958-4fb3-4d70-9463-13037c7bb64e · outbound

This paper cites Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.161316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 009ebc16-5eae-417e-a12e-54ec420aee6e · outbound

This paper cites MOSNet: Deep learning based objective assessment for voice conver- sion,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction MOSNet: Deep learning based objective assessment for voice conver- sion,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:59.028276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d4e82e1-9659-4400-b67a-79047a6b82c5 · outbound

This paper cites Robust speech recognition via large-scale weak supervi- sion,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Robust speech recognition via large-scale weak supervi- sion,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:54.648042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab3abf6f-2794-4f18-af57-8b4cd7e9445c · outbound

This paper cites Qwen Technical Report.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Qwen Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:54.739123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f12e455d-4998-41ec-b50a-b64df0ffd3f0 · outbound

This paper cites Efficient optimal transport algorithm by accelerated gradient descent,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Efficient optimal transport algorithm by accelerated gradient descent,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.868162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eceb604f-d319-4102-b005-320ad57c850d · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:54.921831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb0be64-6805-4edd-bb43-a0989960304e · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:55.010659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cf873c1-3055-466d-8794-ed5457ae00cb · outbound

This paper cites Simple and controllable music generation,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Simple and controllable music generation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.722622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b117bfbd-7da0-466e-a6db-321892dbb1ee · outbound

This paper cites Mo ˆusai: Efficient text-to-music diffusion models,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Mo ˆusai: Efficient text-to-music diffusion models,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.515398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 110b80d9-f855-4f71-a97d-7964703822bf · outbound

This paper cites Musicmagus: Zero-shot text-to-music editing via diffu- sion models,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Musicmagus: Zero-shot text-to-music editing via diffu- sion models,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.341182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 32b714ee-bd08-48cd-a7fa-e2067ef54485 · outbound

This paper cites High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:55.490675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948aa870-0d5d-40a3-8c25-d567d71de983 · outbound

This paper cites MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:55.607323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcda9ac2-ff87-4e34-9b23-1215077a15cb · outbound

This paper cites Mospc: Mos prediction based on pairwise comparison,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Mospc: Mos prediction based on pairwise comparison,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:58.187547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e78a8927-adc8-4697-9afa-7ca3b1b274bc · outbound

This paper cites Resource-efficient fine- tuning strategies for automatic mos prediction in text-to-speech for low- resource languages,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Resource-efficient fine- tuning strategies for automatic mos prediction in text-to-speech for low- resource languages,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:57.910254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 622b45c8-a352-4575-9197-7d1cc3bbd279 · outbound

This paper cites Zero- shot out-of-domain is no joke: Lessons learned in the voicemos 2023 challenge,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Zero- shot out-of-domain is no joke: Lessons learned in the voicemos 2023 challenge,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:57.645210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 83e39c97-ec97-486e-a77b-473dd56ec2ef · outbound

This paper cites APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction APG-MOS: Auditory Perception Guided-MOS Predictor for Synthetic Speech

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:56.066230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e99131c-60e1-43be-b897-8b27fd569fc6 · outbound

This paper cites LAVCap: LLM-based Audio-Visual Captioning using Optimal Transport.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction LAVCap: LLM-based Audio-Visual Captioning using Optimal Transport

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:16:57.039584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44d951d0-8696-4fcf-921d-c7575a48ecc7 · outbound

This paper cites U-SAM: An audio language Model for Unified Speech, Audio, and Music Understanding.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction U-SAM: An audio language Model for Unified Speech, Audio, and Music Understanding

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:16:56.749500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 258d12b3-f868-4a2d-b655-afd4cdcc71fe · outbound

This paper cites Cmot: Cross-modal mixup via optimal transport for speech translation,.

WhisQ: Cross-Modal Representation Learning for Text-to-Music MOS Prediction Cmot: Cross-modal mixup via optimal transport for speech translation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:57.395890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.