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Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization INTERSPEECH 2018
i-Vectors in Language Modeling: An Efficient Way of Domain Adaptation for Feed-Forward Models INTERSPEECH 2018
Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions INTERSPEECH 2018
Patient Privacy in Paralinguistic Tasks INTERSPEECH 2018
Speaker and Language Recognition -- From Laboratory Technologies to the Wild INTERSPEECH 2018
User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks INTERSPEECH 2018
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation INTERSPEECH 2018
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription INTERSPEECH 2018
Dithered Quantization for Frequency-Domain Speech and Audio Coding INTERSPEECH 2018
Postfiltering Using Log-Magnitude Spectrum for Speech and Audio Coding INTERSPEECH 2018
Temporal Noise Shaping with Companding INTERSPEECH 2018
Cross-lingual Speech Emotion Recognition through Factor Analysis INTERSPEECH 2018
Modeling Self-Reported and Observed Affect from Speech INTERSPEECH 2018
Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task INTERSPEECH 2018
Knowledge Distillation for Sequence Model INTERSPEECH 2018
Twin Regularization for Online Speech Recognition INTERSPEECH 2018
Self-Attentional Acoustic Models INTERSPEECH 2018
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks INTERSPEECH 2018
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation INTERSPEECH 2018
HyperTools: a Python Toolbox for Gaining Geometric Insights into High-Dimensional Data JMLR 2018
Training Gaussian Mixture Models at Scale via Coresets JMLR 2018
Risk-Constrained Reinforcement Learning with Percentile Risk Criteria JMLR 2018
On $b$-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data JMLR 2018
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization JMLR 2018
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations JMLR 2018