Paper Citation Record · LEDGER

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation

As of 22 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2511.16757.

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

pith.paper-citation-record.v1
2511.16757 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T21:06:13.173892Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:28:49.998236Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy0
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce739042-061b-4cb0-8cc6-c22fbdc75922 · outbound

This paper cites YouTube-8M: A Large-Scale Video Classification Benchmark.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation YouTube-8M: A Large-Scale Video Classification Benchmark

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:07.064176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6b5de18-f890-4206-93bc-4bd68033e922 · outbound

This paper cites Common Voice: A Massively-Multilingual Speech Corpus.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Common Voice: A Massively-Multilingual Speech Corpus

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:07.490691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dca371f-5f41-4521-8e81-5b79e200dd2f · outbound

This paper cites FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:08.068024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 757193c3-f9c7-4b35-b7af-7d9caf4bc02b · outbound

This paper cites Qwen2-Audio Technical Report.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Qwen2-Audio Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:08.175687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f57623f-60c2-4210-ab8a-0d3b36eb8654 · outbound

This paper cites Midashenglm: Efficient audio understanding with general audio captions.arXiv preprint arXiv:2508.03983,.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Midashenglm: Efficient audio understanding with general audio captions.arXiv preprint arXiv:2508.03983,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.162666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c5f3008-b2be-4e24-ae04-917548a25f26 · outbound

This paper cites Scaling rich style-prompted text- to-speech datasets.arXiv preprint arXiv:2503.04713,.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Scaling rich style-prompted text- to-speech datasets.arXiv preprint arXiv:2503.04713,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.242369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c73e955d-b0cc-40f7-b1be-502aa5bbf469 · outbound

This paper cites Clotho: An audio captioning dataset.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Clotho: An audio captioning dataset

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.324790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d4e6e2c-d6cf-4df0-b13f-13feba227ed4 · outbound

This paper cites Threshold independent evaluation of sound event detection scores.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Threshold independent evaluation of sound event detection scores

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.390675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85a23a6c-3396-45dd-ae43-fa5e3796ae36 · outbound

This paper cites Clap learning audio concepts from natural language supervision.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Clap learning audio concepts from natural language supervision

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.467312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef0f3a52-89c0-4f58-866f-3797e15bbf98 · outbound

This paper cites Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.712057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b5af39-f331-434e-8f89-d572b3de60d2 · outbound

This paper cites Ast: Audio spectrogram transformer.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Ast: Audio spectrogram transformer

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.825665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1f7c7a-b55a-4d1e-b348-b32c898633d5 · outbound

This paper cites Contrastive Audio-Visual Masked Autoencoder.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Contrastive Audio-Visual Masked Autoencoder

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.947756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3fc791d-3b12-4f09-a897-e58df262fbf4 · outbound

This paper cites The benefit of temporally-strong labels in audio event classification.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation The benefit of temporally-strong labels in audio event classification

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.072808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe928ae7-8709-4edf-a97e-74d858049082 · outbound

This paper cites Audiocaps: Generating captions for audios in the wild.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Audiocaps: Generating captions for audios in the wild

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.192703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57a7e6f-9813-476f-a697-ffe5175a3ab7 · outbound

This paper cites Bootstrap- ping language-audio pre-training for music captioning.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Bootstrap- ping language-audio pre-training for music captioning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.308807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cb5d8aa-187c-4b0c-b7f8-9a9eb6fec207 · outbound

This paper cites A Diversity-Promoting Objective Function for Neural Conversation Models.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation A Diversity-Promoting Objective Function for Neural Conversation Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.418194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ce15a0-f12f-43a9-9ab7-1316e2bdc2ba · outbound

This paper cites Music understanding llama: Advancing text-to-music generation with question answering and captioning.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Music understanding llama: Advancing text-to-music generation with question answering and captioning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.566293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd121fca-7daf-49e3-b6ae-7a1c0ac820ab · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.633950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c171446b-c51c-4493-9a76-50842f872cfe · outbound

This paper cites MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.705003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615dafb6-a46e-4309-9fdc-cd1f6b58f6fd · outbound

This paper cites Expresso: A benchmark and analysis of discrete expressive speech resynthesis.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Expresso: A benchmark and analysis of discrete expressive speech resynthesis

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.775784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed604b87-016f-4410-a5d2-8b5f8682cee0 · outbound

This paper cites M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.841830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d96523a0-8922-43e6-9e09-2bc2a24d2d48 · outbound

This paper cites M2d2: Exploring general-purpose audio-language representations beyond clap.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation M2d2: Exploring general-purpose audio-language representations beyond clap

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.915628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7017ae55-494d-4018-bbba-7d7c1f050101 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Representation Learning with Contrastive Predictive Coding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.032587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbc2b25d-b38f-466c-9474-26e972a603c6 · outbound

This paper cites MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.114113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e47b155-47ef-4a4c-9af1-7c81fcf94e81 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.188963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c40cd07d-aa01-47c4-b07d-6516381f5823 · outbound

This paper cites Ears: An anechoic fullband speech dataset benchmarked for speech enhancement and dereverberation.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Ears: An anechoic fullband speech dataset benchmarked for speech enhancement and dereverberation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.260914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 537edd05-764f-4232-9357-53816e6f6c68 · outbound

This paper cites JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed Metadata.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed Metadata

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.334903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0168ded6-1ca9-410c-b702-a6f097fbf190 · outbound

This paper cites Audio-Language Models for Audio-Centric Tasks: A Systematic Survey.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Audio-Language Models for Audio-Centric Tasks: A Systematic Survey

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.400124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9652705-8b00-4560-b9a1-ad4bf3f5b834 · outbound

This paper cites Hear: Holistic evaluation of audio representations.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Hear: Holistic evaluation of audio representations

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.476479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebb0f9fa-5e98-466b-86ef-b27020d59182 · outbound

This paper cites Towards learning universal audio representations.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Towards learning universal audio representations

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.497545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f39bf62-dda9-404d-80e7-c689903a62ab · outbound

This paper cites Wav2clip: Learning robust audio representations from clip.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Wav2clip: Learning robust audio representations from clip

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.511640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a645b7a2-ed46-446e-a966-78c3b632861d · outbound

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

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.655197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5290700a-c99c-4190-b100-73ddc28758a2 · outbound

This paper cites Qwen2.5 Technical Report.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Qwen2.5 Technical Report

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:11.795076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32d11406-f61d-48f6-8d96-a004bf39d094 · outbound

This paper cites Speech self- supervised representation benchmarking: Are we doing it right? InInterspeech 2023, pp.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Speech self- supervised representation benchmarking: Are we doing it right? InInterspeech 2023, pp

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:12.049728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34f80b2d-5844-41fe-98f7-cc8dcdbdee82 · outbound

This paper cites Xiaohua Zhai, Xiao Wang, Basil Mustafa, Andreas Steiner, Daniel Keysers, Alexander Kolesnikov, and Lucas Beyer.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Xiaohua Zhai, Xiao Wang, Basil Mustafa, Andreas Steiner, Daniel Keysers, Alexander Kolesnikov, and Lucas Beyer

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:12.221734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f31a174-8633-4e17-9659-dab533bdfcf6 · outbound

This paper cites MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:12.382168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7e2a49a-a2bb-48fa-8a53-f1bb106aefca · outbound

This paper cites an unresolved cited work.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:12.550088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d305ed88-57b4-4a52-ac45-b4292756d9d8 · outbound

This paper cites an unresolved cited work.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:12.720421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a311440c-b7a8-416b-9802-b704963ea926 · outbound

This paper cites an unresolved cited work.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:12.895160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ead360e-496e-41d7-aacb-c35a78841280 · outbound

This paper cites The architecture employs a U-Net-inspired design with six Transformer stages that process sequences at multiple temporal resolutions.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation The architecture employs a U-Net-inspired design with six Transformer stages that process sequences at multiple temporal resolutions

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:13.035165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa230fa-7631-42be-b74e-14a8343967dc · outbound

This paper cites an unresolved cited work.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:13.173892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0edf5fba-f34d-41b8-a3ae-311d3e6b0463 · outbound

This paper cites ATST: Audio Representation Learning with Teacher-Student Transformer.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation ATST: Audio Representation Learning with Teacher-Student Transformer

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:10.496343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff260b9-0970-433a-a3d5-522553d1d05d · outbound

This paper cites MusicLM: Generating Music From Text.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation MusicLM: Generating Music From Text

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:07.208641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf63c450-d9dc-4046-9236-8c7c6b994720 · outbound

This paper cites Gama: A large audio-language model with advanced audio understanding and complex reasoning abilities.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Gama: A large audio-language model with advanced audio understanding and complex reasoning abilities

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.587432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03dc1531-4719-4696-9910-0733bb3d7b61 · outbound

This paper cites Look, listen, and learn more: Design choices for deep audio embeddings.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Look, listen, and learn more: Design choices for deep audio embeddings

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:08.501672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bdd87a5-184b-4737-94c4-aecfa217fecd · outbound

This paper cites Scaling up masked audio encoder learning for general audio classification.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Scaling up masked audio encoder learning for general audio classification

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:09.076370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae167f7-1436-4d5b-ad13-6f556a13f876 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:08.928487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e99ea17d-78c8-4096-b2c1-476e33bc9d56 · outbound

This paper cites Vggsound: A large-scale audio- visual dataset.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Vggsound: A large-scale audio- visual dataset

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:07.900028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dad4edd1-5800-4821-a31b-d0a2090f0f3b · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:08.738117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36034fc8-1f4e-4a03-8780-8f0aa5dbafb4 · outbound

This paper cites Efficient supervised training of audio transformers for music representation learning.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation Efficient supervised training of audio transformers for music representation learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:07.316713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcab7841-040c-4567-820b-9a2a5c149269 · outbound

This paper cites VoxCeleb2: Deep Speaker Recognition.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation VoxCeleb2: Deep Speaker Recognition

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:08.388565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84d977bf-7ef6-491a-bfea-26e008035d6d · outbound

This paper cites OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder.

Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation OpenBEATs: A Fully Open-Source General-Purpose Audio Encoder

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T21:06:07.665524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a8b7fc15-ce07-44c9-9380-e6ffe9713782 · inbound

SoundscapeAgent: Agentic Soundscape Construction for Controllable Synthesis and Scalable Audio-Language Supervision cites this paper.

SoundscapeAgent: Agentic Soundscape Construction for Controllable Synthesis and Scalable Audio-Language Supervision Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T06:28:49.998236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.