mlsanityData to 14 Oct 2026

CochlScene: Acquisition of acoustic scene data using crowdsourcing

arXiv 2211.02289 ↗First posted 4 Nov 2022eess.AS cs.SDcited by 33

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Abstract (arXiv)

This paper describes a pipeline for collecting acoustic scene data by using crowdsourcing. The detailed process of crowdsourcing is explained, including planning, validation criteria, and actual user interfaces. As a result of data collection, we present CochlScene, a novel dataset for acoustic scene classification. Our dataset consists of 76k samples collected from 831 participants in 13 acoustic scenes. We also propose a manual data split of training, validation, and test sets to increase the reliability of the evaluation results. Finally, we provide a baseline system for future research.

Key facts. Cited by 33 papers in the map (data through 14 Oct 2026). First posted on arXiv 4 Nov 2022.

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Citing papers per year: 2023: 1; 2024: 7; 2025: 16; 2026: 9.

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  1. 2023Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Modelscited by 608
  2. 2025Kimi-Audio Technical Reportcited by 222
  3. 2024AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehensioncited by 220
  4. 2024Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilitiescited by 186
  5. 2025Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilitiescited by 133
  6. 2025Step-Audio 2 Technical Reportcited by 105
  7. 2025From Language to Action: A Review of Large Language Models as Autonomous Agents and Tool Userscited by 32
  8. 2025InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn Dialoguecited by 29
  9. 2025LongCat-Flash-Omni Technical Reportcited by 26
  10. 2024Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?cited by 23
  11. 2025The iNaturalist Sounds Datasetcited by 17
  12. 2024ReCLAP: Improving Zero Shot Audio Classification by Describing Soundscited by 12
21 more
  1. 2026ERNIE 5.0 Technical Reportcited by 11
  2. 2024Description on IEEE ICME 2024 Grand Challenge: Semi-supervised Acoustic Scene Classification under Domain Shiftcited by 7
  3. 2025Soundwave: Less is More for Speech-Text Alignment in LLMscited by 7
  4. 2025From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Datacited by 7
  5. 2025Audio Flamingo Sound-CoT Technical Report: Improving Chain-of-Thought Reasoning in Sound Understandingcited by 5
  6. 2024Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognitioncited by 4
  7. 2026From Reactive to Proactive: Assessing the Proactivity of Voice Agents via ProVoice-Benchcited by 4
  8. 2026Temporal Contrastive Decoding: A Training-Free Method for Large Audio-Language Modelscited by 3
  9. 2024TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classificationcited by 2
  10. 2026Membership Inference Attacks against Large Audio Language Modelscited by 2
  11. 2025Improving Audio Classification by Transitioning from Zero- to Few-Shotcited by 1
  12. 2025AMAuT: A Flexible and Efficient Multiview Audio Transformer Framework Trained from Scratchcited by 1
  13. 2026Eureka-Audio: Triggering Audio Intelligence in Compact Language Modelscited by 1
  14. 2025Noise-Agnostic Multitask Whisper Training for Reducing False Alarm Errors in Call-for-Help Detectioncited by 0
  15. 2025ASCMamba: Multimodal Time-Frequency Mamba for Acoustic Scene Classificationcited by 0
  16. 2025IS3 : Generic Impulsive--Stationary Sound Separation in Acoustic Scenes using Deep Filteringcited by 0
  17. 2025DHAuDS: A Dynamic and Heterogeneous Audio Benchmark for Test-Time Adaptationcited by 0
  18. 2026EvA: An Evidence-First Audio Understanding Paradigm for LALMscited by 0
  19. 2026Heterogeneity-Aware Dataset Scheduling for Efficient Audio Large Language Model Trainingcited by 0
  20. 2026Automatic Contextual Audio Denoisingcited by 0
  21. 2026Symbiotic Architecture for Post-Hoc Audio Extension of Frozen Language Modelscited by 0