conftrace_

audio classification

153 papers

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convolutional neural network (4226) multimodal learning (4645) transfer learning (5449) data augmentation (3052) covid-19 detection (36) speech analysis (363) self-supervised learning (3777) feature extraction (1580) representation learning (6206) support vector machine (978)

Papers

Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor INTERSPEECH 2024
ElasticAST: An Audio Spectrogram Transformer for All Length and Resolutions INTERSPEECH 2024
Leveraging Language Model Capabilities for Sound Event Detection INTERSPEECH 2024
CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection INTERSPEECH 2024
The reasonable effectiveness of speaker embeddings for violence detection INTERSPEECH 2024
Listenable Maps for Zero-Shot Audio Classifiers NIPS 2024
tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models INTERSPEECH 2024
Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification AAAI 2024
DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition INTERSPEECH 2024
M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation INTERSPEECH 2024
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation INTERSPEECH 2024
Learning Temporal Resolution in Spectrogram for Audio Classification AAAI 2024
Hear You Say You: An Efficient Framework for Marine Mammal Sounds’ Classification AAAI 2024
Investigating the Emergent Audio Classification Ability of ASR Foundation Models NAACL 2024
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes INTERSPEECH 2023
Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes INTERSPEECH 2023
Adapting Language-Audio Models as Few-Shot Audio Learners INTERSPEECH 2023
Adapting a ConvNeXt Model to Audio Classification on AudioSet INTERSPEECH 2023
Investigating Acoustic Cues for Multilingual Abuse Detection INTERSPEECH 2023
Transcribing Vocal Communications of Domestic Shiba lnu Dogs ACL 2023
FlexiAST: Flexibility is What AST Needs INTERSPEECH 2023
A Snoring Sound Dataset for Body Position Recognition: Collection, Annotation, and Analysis INTERSPEECH 2023
Robustness in Multimodal Learning under Train-Test Modality Mismatch ICML 2023
The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech INTERSPEECH 2023
Few-shot Class-incremental Audio Classification Using Stochastic Classifier INTERSPEECH 2023