Preference-Based Learning in Audio Applications: A Systematic Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Broukhim, Aaron, Shen, Yiran, Ammanabrolu, Prithviraj, Weibel, Nadir |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Same Words, Different Judgments: How Preferences Vary Across Modalities
by: Broukhim, Aaron, et al.
Published: (2026)
by: Broukhim, Aaron, et al.
Published: (2026)
A Practitioner's Guide to Multi-turn Agentic Reinforcement Learning
by: Wang, Ruiyi, et al.
Published: (2025)
by: Wang, Ruiyi, et al.
Published: (2025)
Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards
by: Shen, Yiran, et al.
Published: (2025)
by: Shen, Yiran, et al.
Published: (2025)
Beyond Needle(s) in the Embodied Haystack: Environment, Architecture, and Training Considerations for Long Context Reasoning
by: Kim, Bosung, et al.
Published: (2025)
by: Kim, Bosung, et al.
Published: (2025)
Phase-Aware Deep Learning with Complex-Valued CNNs for Audio Signal Applications
by: Agrawal, Naman
Published: (2025)
by: Agrawal, Naman
Published: (2025)
AudioMosaic: Contrastive Masked Audio Representation Learning
by: Huang, Hanxun, et al.
Published: (2026)
by: Huang, Hanxun, et al.
Published: (2026)
How Reasoning Evolves from Post-Training Data: An Empirical Study Using Chess
by: Dionisopoulos, Lucas, et al.
Published: (2026)
by: Dionisopoulos, Lucas, et al.
Published: (2026)
Representation-Based Data Quality Audits for Audio
by: Gonzalez-Jimenez, Alvaro, et al.
Published: (2025)
by: Gonzalez-Jimenez, Alvaro, et al.
Published: (2025)
A Human-Inspired Decoupled Architecture for Efficient Audio Representation Learning
by: Kawano, Harunori, et al.
Published: (2026)
by: Kawano, Harunori, et al.
Published: (2026)
AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation
by: Wang, Lu, et al.
Published: (2025)
by: Wang, Lu, et al.
Published: (2025)
Linguistic and Audio Embedding-Based Machine Learning for Alzheimer's Dementia and Mild Cognitive Impairment Detection: Insights from the PROCESS Challenge
by: Devahi, Adharsha Sam Edwin Sam, et al.
Published: (2025)
by: Devahi, Adharsha Sam Edwin Sam, et al.
Published: (2025)
Boosting ASR Robustness via Test-Time Reinforcement Learning with Audio-Text Semantic Rewards
by: Fang, Linghan, et al.
Published: (2026)
by: Fang, Linghan, et al.
Published: (2026)
Evaluation of Deep Audio Representations for Hearables
by: Gröger, Fabian, et al.
Published: (2025)
by: Gröger, Fabian, et al.
Published: (2025)
Explainable Multi-Modal Deep Learning for Automatic Detection of Lung Diseases from Respiratory Audio Signals
by: Saky, S M Asiful Islam, et al.
Published: (2025)
by: Saky, S M Asiful Islam, et al.
Published: (2025)
Exploring and Applying Audio-Based Sentiment Analysis in Music
by: Jhanji, Etash
Published: (2024)
by: Jhanji, Etash
Published: (2024)
AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds
by: Wang, Qizhou, et al.
Published: (2025)
by: Wang, Qizhou, et al.
Published: (2025)
Structured-Noise Masked Modeling for Video, Audio and Beyond
by: Bhowmik, Aritra, et al.
Published: (2025)
by: Bhowmik, Aritra, et al.
Published: (2025)
Low-Resource Guidance for Controllable Latent Audio Diffusion
by: Novack, Zachary, et al.
Published: (2026)
by: Novack, Zachary, et al.
Published: (2026)
Exploring Token-Space Manipulation in Latent Audio Tokenizers
by: Paissan, Francesco, et al.
Published: (2026)
by: Paissan, Francesco, et al.
Published: (2026)
A$^2$-LLM: An End-to-end Conversational Audio Avatar Large Language Model
by: Hu, Xiaolin, et al.
Published: (2026)
by: Hu, Xiaolin, et al.
Published: (2026)
What Did My Car Say? Impact of Autonomous Vehicle Explanation Errors and Driving Context On Comfort, Reliance, Satisfaction, and Driving Confidence
by: Kaufman, Robert, et al.
Published: (2024)
by: Kaufman, Robert, et al.
Published: (2024)
When Denoising Hinders: Revisiting Zero-Shot ASR with SAM-Audio and Whisper
by: Islam, Akif, et al.
Published: (2026)
by: Islam, Akif, et al.
Published: (2026)
Real-Time Voicemail Detection in Telephony Audio Using Temporal Speech Activity Features
by: Saurav, Kumar
Published: (2026)
by: Saurav, Kumar
Published: (2026)
Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models
by: Cheng, Hao, et al.
Published: (2025)
by: Cheng, Hao, et al.
Published: (2025)
QAMRO: Quality-aware Adaptive Margin Ranking Optimization for Human-aligned Assessment of Audio Generation Systems
by: Wang, Chien-Chun, et al.
Published: (2025)
by: Wang, Chien-Chun, et al.
Published: (2025)
Myna: Masking-Based Contrastive Learning of Musical Representations
by: Yonay, Ori, et al.
Published: (2025)
by: Yonay, Ori, et al.
Published: (2025)
A Survey of Deep Learning Audio Generation Methods
by: Božić, Matej, et al.
Published: (2024)
by: Božić, Matej, et al.
Published: (2024)
Learning When to Think While Listening in Large Audio-Language Models
by: Song, Zhiyuan, et al.
Published: (2026)
by: Song, Zhiyuan, et al.
Published: (2026)
Learning Source Disentanglement in Neural Audio Codec
by: Bie, Xiaoyu, et al.
Published: (2024)
by: Bie, Xiaoyu, et al.
Published: (2024)
Audio-Based Pedestrian Detection in the Presence of Vehicular Noise
by: Kim, Yonghyun, et al.
Published: (2025)
by: Kim, Yonghyun, et al.
Published: (2025)
Unsupervised Evaluation of Deep Audio Embeddings for Music Structure Analysis
by: Marmoret, Axel
Published: (2026)
by: Marmoret, Axel
Published: (2026)
Guiding Audio Editing with Audio Language Model
by: Lan, Zitong, et al.
Published: (2025)
by: Lan, Zitong, et al.
Published: (2025)
MAEB: Massive Audio Embedding Benchmark
by: Assadi, Adnan El, et al.
Published: (2026)
by: Assadi, Adnan El, et al.
Published: (2026)
Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data
by: Mahdi, Hamza, et al.
Published: (2024)
by: Mahdi, Hamza, et al.
Published: (2024)
Learning Linearity in Audio Consistency Autoencoders via Implicit Regularization
by: Torres, Bernardo, et al.
Published: (2025)
by: Torres, Bernardo, et al.
Published: (2025)
Learning Audio-Visual Embeddings with Inferred Latent Interaction Graphs
by: Zeng, Donghuo, et al.
Published: (2026)
by: Zeng, Donghuo, et al.
Published: (2026)
Synthetic Audio Helps for Cognitive State Tasks
by: Soubki, Adil, et al.
Published: (2025)
by: Soubki, Adil, et al.
Published: (2025)
Quantifying Multimodal Imbalance: A GMM-Guided Adaptive Loss for Audio-Visual Learning
by: Liu, Zhaocheng, et al.
Published: (2025)
by: Liu, Zhaocheng, et al.
Published: (2025)
AudioGenX: Explainability on Text-to-Audio Generative Models
by: Kang, Hyunju, et al.
Published: (2025)
by: Kang, Hyunju, et al.
Published: (2025)
LiSTEN: Learning Soft Token Embeddings for Neural Audio LLMs
by: Mousavi, Pooneh, et al.
Published: (2025)
by: Mousavi, Pooneh, et al.
Published: (2025)
Similar Items
-
Same Words, Different Judgments: How Preferences Vary Across Modalities
by: Broukhim, Aaron, et al.
Published: (2026) -
A Practitioner's Guide to Multi-turn Agentic Reinforcement Learning
by: Wang, Ruiyi, et al.
Published: (2025) -
Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards
by: Shen, Yiran, et al.
Published: (2025) -
Beyond Needle(s) in the Embodied Haystack: Environment, Architecture, and Training Considerations for Long Context Reasoning
by: Kim, Bosung, et al.
Published: (2025) -
Phase-Aware Deep Learning with Complex-Valued CNNs for Audio Signal Applications
by: Agrawal, Naman
Published: (2025)