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 Cluster-based Personalized Federated Learning Strategy for End-to-End ASR of Dementia Patients INTERSPEECH 2024
A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection INTERSPEECH 2024
Wav2vec 2.0 Embeddings Are No Swiss Army Knife -- A Case Study for Multiple Sclerosis INTERSPEECH 2024
TokSing: Singing Voice Synthesis based on Discrete Tokens INTERSPEECH 2024
SingOMD: Singing Oriented Multi-resolution Discrete Representation Construction from Speech Models INTERSPEECH 2024
VoxSim: A perceptual voice similarity dataset INTERSPEECH 2024
UY/CH-CHILD -- A Public Chinese L2 Speech Database of Uyghur Children INTERSPEECH 2024
Magnitude and timing of acceleration peaks in stressed and unstressed syllables INTERSPEECH 2024
DropFormer: A Dynamic Noise-Dropping Transformer for Speech Emotion Recognition INTERSPEECH 2024
On the impact of several regularization techniques on label noise robustness of self-supervised speaker verification systems INTERSPEECH 2024
Embedding Learning for Preference-based Speech Quality Assessment INTERSPEECH 2024
Enhancing No-Reference Speech Quality Assessment with Pairwise, Triplet Ranking Losses, and ASR Pretraining INTERSPEECH 2024
Robust spread spectrum speech watermarking using linear prediction and deep spectral shaping INTERSPEECH 2024
RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection INTERSPEECH 2024
Utilizing Adaptive Global Response Normalization and Cluster-Based Pseudo Labels for Zero-Shot Voice Conversion INTERSPEECH 2024
Vec-Tok-VC+: Residual-enhanced Robust Zero-shot Voice Conversion with Progressive Constraints in a Dual-mode Training Strategy INTERSPEECH 2024
Noise-Robust Voice Conversion by Conditional Denoising Training Using Latent Variables of Recording Quality and Environment INTERSPEECH 2024
Residual Speaker Representation for One-Shot Voice Conversion INTERSPEECH 2024
Disentangling prosody and timbre embeddings via voice conversion INTERSPEECH 2024
Exploring the Benefits of Tokenization of Discrete Acoustic Units INTERSPEECH 2024
Learning Pronunciation from Other Accents via Pronunciation Knowledge Transfer INTERSPEECH 2024
Beyond graphemes and phonemes: continuous phonological features in neural text-to-speech synthesis INTERSPEECH 2024
Hierarchical Multi-Task Learning with CTC and Recursive Operation INTERSPEECH 2024
SWAN: SubWord Alignment Network for HMM-free word timing estimation in end-to-end automatic speech recognition INTERSPEECH 2024
Spoken Word2Vec: Learning Skipgram Embeddings from Speech INTERSPEECH 2024