conftrace_

Optimization & Theory

36,874 papers (3 classified directly here)

Subtopics

Optimization (14,983) Bayesian Inference (5,566) Learning Theory (5,334) Theory (4,955) Statistical Learning (4,117) Neural Network Optimization (3,649) Stochastic Processes (2,667) Loss Functions (1,162) Distributed Learning (1,135) Stochastic Methods (1,118) Online Algorithms (806) Statistics (684) Information Theory (318) Generalization (220) Sparse Optimization (158) Sample Complexity (99) Game Theory (30) Robust Optimization (17) Optimal Transport (14) Approximation Algorithms (10) Distributed Optimization (8) Convex Optimization (8)

Papers per year

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Papers (including subtopics)

Gender and age based f0-variation in the German Plapper Corpus INTERSPEECH 2024
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition INTERSPEECH 2024
Neural Network Augmented Kalman Filter for Robust Acoustic Howling Suppression INTERSPEECH 2024
Reducing Speech Distortion and Artifacts for Speech Enhancement by Loss Function INTERSPEECH 2024
On Improving Error Resilience of Neural End-to-End Speech Coders INTERSPEECH 2024
Emotion Arithmetic: Emotional Speech Synthesis via Weight Space Interpolation INTERSPEECH 2024
Differentiable Time-Varying Linear Prediction in the Context of End-to-End Analysis-by-Synthesis INTERSPEECH 2024
Speech Prefix-Tuning with RNNT Loss for Improving LLM Predictions INTERSPEECH 2024
How Consistent are Speech-Based Biomarkers in Remote Tracking of ALS Disease Progression Across Languages? A Case Study of English and Dutch INTERSPEECH 2024
On Comparing Time- and Frequency-Domain Rhythm Measures in Classifying Assamese Dialects INTERSPEECH 2024
Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation INTERSPEECH 2024
Locally Aligned Rectified Flow Model for Speech Enhancement Towards Single-Step Diffusion INTERSPEECH 2024
An Analysis of the Variance of Diffusion-based Speech Enhancement INTERSPEECH 2024
Frequency-mix Knowledge Distillation for Fake Speech Detection INTERSPEECH 2024
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition INTERSPEECH 2024
Acoustic changes in speech prosody produced by children with autism after robot-assisted speech training INTERSPEECH 2024
Learn and Don't Forget: Adding a New Language to ASR Foundation Models INTERSPEECH 2024
Decoding Human Language Acquisition: EEG Evidence for Predictive Probabilistic Statistics in Word Segmentation INTERSPEECH 2024
Magnitude and timing of acceleration peaks in stressed and unstressed syllables INTERSPEECH 2024
Improving Noise Robustness in Self-supervised Pre-trained Model for Speaker Verification INTERSPEECH 2024
Harder or Different? Understanding Generalization of Audio Deepfake Detection INTERSPEECH 2024
MSRS: Training Multimodal Speech Recognition Models from Scratch with Sparse Mask Optimization INTERSPEECH 2024
Boosting CTC-based ASR using inter-layer attention-based CTC loss INTERSPEECH 2024
Speaker Personalization for Automatic Speech Recognition using Weight-Decomposed Low-Rank Adaptation INTERSPEECH 2024
Online Subloop Search via Uncertainty Quantization for Efficient Test-Time Adaptation INTERSPEECH 2024