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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)

Efficient and Robust Long-Form Speech Recognition with Hybrid H3-Conformer INTERSPEECH 2024
Quantifying Unintended Memorization in BEST-RQ ASR Encoders INTERSPEECH 2024
Acceleration of Posteriorgram-based DTW by Distilling the Class-to-class Distances Encoded in the Classifier Used to Calculate Posteriors INTERSPEECH 2024
Challenges of German Speech Recognition: A Study on Multi-ethnolectal Speech Among Adolescents INTERSPEECH 2024
On The Performance of EMA-synchronized Speech and Stand-alone Speech in Acoustic-to-articulatory Inversion INTERSPEECH 2024
Frication noise features of Polish voiceless dental fricative and affricate produced by children with and without speech disorder INTERSPEECH 2024
Who Finds This Voice Attractive? A Large-Scale Experiment Using In-the-Wild Data INTERSPEECH 2024
Acoustical analysis of the initial phones in speech-laugh INTERSPEECH 2024
On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations INTERSPEECH 2024
Dual-Constrained Dynamical Neural ODEs for Ambiguity-aware Continuous Emotion Prediction INTERSPEECH 2024
Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition INTERSPEECH 2024
Challenging margin-based speaker embedding extractors by using the variational information bottleneck INTERSPEECH 2024
Design of Feedback Active Noise Cancellation Filter Using Nested Recurrent Neural Networks INTERSPEECH 2024
Contemplative Mechanism for Speech Recognition: Speech Encoders can Think INTERSPEECH 2024
Linear-Complexity Self-Supervised Learning for Speech Processing INTERSPEECH 2024
Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations INTERSPEECH 2024
A data-driven model of acoustic speech intelligibility for optimization-based models of speech production INTERSPEECH 2024
Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations INTERSPEECH 2024
Speaker Detection by the Individual Listener and the Crowd: Parametric Models Applicable to Bonafide and Deepfake Speech INTERSPEECH 2024
Can Modelling Inter-Rater Ambiguity Lead To Noise-Robust Continuous Emotion Predictions? INTERSPEECH 2024
On the calibration of powerset speaker diarization models INTERSPEECH 2024
Disentangling Age and Identity with a Mutual Information Minimization for Cross-Age Speaker Verification INTERSPEECH 2024
Predefined Prototypes for Intra-Class Separation and Disentanglement INTERSPEECH 2024
Enhancing Non-Matching Reference Speech Quality Assessment through Dynamic Weight Adaptation INTERSPEECH 2024
Quantifying the Role of Textual Predictability in Automatic Speech Recognition INTERSPEECH 2024