Cover Image

I Guess That's Why They Call it the Blues: Causal Analysis for Audio Classifiers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kelly, David A., Chockler, Hana
Format:	Preprint
Published:	2026
Subjects:	Sound Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

On the Utility of Speech and Audio Foundation Models for Marmoset Call Analysis
by: Sarkar, Eklavya, et al.
Published: (2024)

Listenable Maps for Audio Classifiers
by: Paissan, Francesco, et al.
Published: (2024)

"I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models
by: Gupta, Isha, et al.
Published: (2025)

Audio2Tool: Speak, Call, Act -- A Dataset for Benchmarking Speech Tool Use
by: Pahwa, Ramit, et al.
Published: (2026)

Listenable Maps for Zero-Shot Audio Classifiers
by: Paissan, Francesco, et al.
Published: (2024)

Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data
by: Mahdi, Hamza, et al.
Published: (2024)

From Birdsong to Rumbles: Classifying Elephant Calls with Out-of-Species Embeddings
by: Geldenhuys, Christiaan M., et al.
Published: (2026)

A2SB: Audio-to-Audio Schrodinger Bridges
by: Kong, Zhifeng, et al.
Published: (2025)

Multi-bit Audio Watermarking
by: Lanzendörfer, Luca A., et al.
Published: (2025)

StethoLM: Audio Language Model for Cardiopulmonary Analysis Across Clinical Tasks
by: Wang, Yishan, et al.
Published: (2026)

Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds
by: Chang, Andrew, et al.
Published: (2025)

TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining
by: Primus, Paul, et al.
Published: (2025)

Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement
by: Dutta, Soumya, et al.
Published: (2024)

The Rarity of Musical Audio Signals Within the Space of Possible Audio Generation
by: Collins, Nick
Published: (2024)

Estimated Audio-Caption Correspondences Improve Language-Based Audio Retrieval
by: Primus, Paul, et al.
Published: (2024)

Fusing Audio and Metadata Embeddings Improves Language-based Audio Retrieval
by: Primus, Paul, et al.
Published: (2024)

SNAC: Multi-Scale Neural Audio Codec
by: Siuzdak, Hubert, et al.
Published: (2024)

Audio Match Cutting: Finding and Creating Matching Audio Transitions in Movies and Videos
by: Fedorishin, Dennis, et al.
Published: (2024)

CLAP-ART: Automated Audio Captioning with Semantic-rich Audio Representation Tokenizer
by: Takeuchi, Daiki, et al.
Published: (2025)

Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures
by: Park, Sangwook, et al.
Published: (2021)

uaMix-MAE: Efficient Tuning of Pretrained Audio Transformers with Unsupervised Audio Mixtures
by: Tabassum, Afrina, et al.
Published: (2024)

Automatic Contextual Audio Denoising
by: Luong, Diep, et al.
Published: (2026)

Unsupervised Composable Representations for Audio
by: Bindi, Giovanni, et al.
Published: (2024)

Diffusion Models for Audio Restoration
by: Lemercier, Jean-Marie, et al.
Published: (2024)

Instabilities in Convnets for Raw Audio
by: Haider, Daniel, et al.
Published: (2023)

Enhancing Audio-Language Models through Self-Supervised Post-Training with Text-Audio Pairs
by: Sinha, Anshuman, et al.
Published: (2024)

Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?
by: Feng, Tiantian, et al.
Published: (2024)

Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
by: Kong, Zhifeng, et al.
Published: (2024)

Multimodal Attention Merging for Improved Speech Recognition and Audio Event Classification
by: Sundar, Anirudh S., et al.
Published: (2023)

Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers
by: Wang, Juncheng, et al.
Published: (2025)

High-Fidelity Speech Enhancement via Discrete Audio Tokens
by: Lanzendörfer, Luca A., et al.
Published: (2025)

Audio Decoding by Inverse Problem Solving
by: T., Pedro J. Villasana, et al.
Published: (2024)

Does Audio Deepfake Detection Generalize?
by: Müller, Nicolas M., et al.
Published: (2022)

Aligning Audio Captions with Human Preferences
by: Hegde, Kartik, et al.
Published: (2025)

Variable Bitrate Residual Vector Quantization for Audio Coding
by: Chae, Yunkee, et al.
Published: (2024)

COVID-19 Detection System: A Comparative Analysis of System Performance Based on Acoustic Features of Cough Audio Signals
by: Shati, Asmaa, et al.
Published: (2023)

Frame-Level Internal Tool Use for Temporal Grounding in Audio LMs
by: An, Joesph, et al.
Published: (2026)

Targeted Augmented Data for Audio Deepfake Detection
by: Astrid, Marcella, et al.
Published: (2024)

Learning Spatially-Aware Language and Audio Embeddings
by: Devnani, Bhavika, et al.
Published: (2024)

Audio Editing with Non-Rigid Text Prompts
by: Paissan, Francesco, et al.
Published: (2023)