conftrace_

Core Methods

48,729 papers (8 classified directly here)

Subtopics

Representation Learning (20,822) Classification (15,805) Regression (5,004) Embedding Learning (3,753) Clustering (3,638) Metric Learning (2,854) Graph Neural Networks (1,141) Graphical Models (985) Feature Learning (860) Dimensionality Reduction (707) Kernel Methods (642) Interpretability (499) Feature Selection (479) Matrix Factorization (383) Ranking (283) Ensemble Methods (267) Anomaly Detection (267) Support Vector Machine (254) Sequence Modeling (237) Structured Prediction (205) Sequence Labeling (166) Topic Modeling (123) Sparse Coding (107) Matrix Completion (103) Retrieval (99) Neural Networks (79) Inference (21) Model Selection (19) Decision Tree (16) Prediction (15) Density Estimation (9) Estimation (8) Feature Extraction (7) Information Extraction (7)

Papers per year

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Papers (including subtopics)

A multimodal analysis of different types of laughter expression in conversational dialogues INTERSPEECH 2024
A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition INTERSPEECH 2024
MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition INTERSPEECH 2024
Self-Supervised Speaker Verification with Mini-Batch Prediction Correction INTERSPEECH 2024
Getting More for Less: Using Weak Labels and AV-Mixup for Robust Audio-Visual Speaker Verification INTERSPEECH 2024
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing INTERSPEECH 2024
Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness INTERSPEECH 2024
Generalized Fake Audio Detection via Deep Stable Learning INTERSPEECH 2024
CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection INTERSPEECH 2024
Multi-label Bird Species Classification from Field Recordings using Mel_Graph-GCN Framework INTERSPEECH 2024
DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation INTERSPEECH 2024
DNSMOS Pro: A Reduced-Size DNN for Probabilistic MOS of Speech INTERSPEECH 2024
Towards generalisable and calibrated audio deepfake detection with self-supervised representations INTERSPEECH 2024
Enhancing Partially Spoofed Audio Localization with Boundary-aware Attention Mechanism INTERSPEECH 2024
One-class learning with adaptive centroid shift for audio deepfake detection INTERSPEECH 2024
VoiCor: A Residual Iterative Voice Correction Framework for Monaural Speech Enhancement INTERSPEECH 2024
Personalized Speech Enhancement Without a Separate Speaker Embedding Model INTERSPEECH 2024
Neural ATSM: Fully Neural Network-based Adaptive Time-Scale Modification Using Sentence-Specific Dynamic Control INTERSPEECH 2024
Towards a General-Purpose Model of Perceived Pragmatic Similarity INTERSPEECH 2024
Bilingual and Code-switching TTS Enhanced with Denoising Diffusion Model and GAN INTERSPEECH 2024
RIR-SF: Room Impulse Response Based Spatial Feature for Target Speech Recognition in Multi-Channel Multi-Speaker Scenarios INTERSPEECH 2024
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation INTERSPEECH 2024
Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning Through Sample Reweighting Techniques INTERSPEECH 2024
GPA: Global and Prototype Alignment for Audio-Text Retrieval INTERSPEECH 2024
Few-Shot Keyword-Incremental Learning with Total Calibration INTERSPEECH 2024