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Learning Paradigms

14,108 papers (9 classified directly here)

Subtopics

Transfer Learning (8,166) Few-Shot Learning (2,562) Meta-Learning (1,529) Federated Learning (1,360) Zero-Shot Learning (867) Multi-Task Learning (135) Continual Learning (118) Domain Adaptation (117) Self-Supervised Learning (100) Active Learning (75) Semi-Supervised Learning (41) Unsupervised Learning (26) In-Context Learning (19) Weakly Supervised Learning (11) Domain Generalization (9)

Papers per year

4
19
58
1128
2227
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Papers (including subtopics)

Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract) IJCAI 2018
Mining Streaming and Temporal Data: from Representation to Knowledge IJCAI 2018
CNN Based Query by Example Spoken Term Detection INTERSPEECH 2018
Transfer Learning for Improving Speech Emotion Classification Accuracy INTERSPEECH 2018
Improving Gender Identification in Movie Audio Using Cross-Domain Data INTERSPEECH 2018
Joint Localization and Classification of Multiple Sound Sources Using a Multi-task Neural Network INTERSPEECH 2018
Whistle-blowing ASRs: Evaluating the Need for More Inclusive Speech Recognition Systems INTERSPEECH 2018
LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition INTERSPEECH 2018
Cross-Lingual Multi-Task Neural Architecture for Spoken Language Understanding INTERSPEECH 2018
Learning to Adapt: A Meta-learning Approach for Speaker Adaptation INTERSPEECH 2018
Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems INTERSPEECH 2018
Correlational Networks for Speaker Normalization in Automatic Speech Recognition INTERSPEECH 2018
Transfer Learning Based Progressive Neural Networks for Acoustic Modeling in Statistical Parametric Speech Synthesis INTERSPEECH 2018
Follow-up Question Generation Using Pattern-based Seq2seq with a Small Corpus for Interview Coaching INTERSPEECH 2018
Semi-supervised and Active-learning Scenarios: Efficient Acoustic Model Refinement for a Low Resource Indian Language INTERSPEECH 2018
Cycle-Consistent Speech Enhancement INTERSPEECH 2018
Comparison of Syllabification Algorithms and Training Strategies for Robust Word Count Estimation across Different Languages and Recording Conditions INTERSPEECH 2018
Efficient Keyword Spotting Using Time Delay Neural Networks INTERSPEECH 2018
Visualizing Phoneme Category Adaptation in Deep Neural Networks INTERSPEECH 2018
Effectiveness of Single-Channel BLSTM Enhancement for Language Identification INTERSPEECH 2018
Prediction of Aesthetic Elements in Karnatic Music: A Machine Learning Approach INTERSPEECH 2018
Topic and Keyword Identification for Low-resourced Speech Using Cross-Language Transfer Learning INTERSPEECH 2018
Music Genre Recognition Using Deep Neural Networks and Transfer Learning INTERSPEECH 2018
All-Conv Net for Bird Activity Detection: Significance of Learned Pooling INTERSPEECH 2018
Multi-task Learning with Augmentation Strategy for Acoustic-to-word Attention-based Encoder-decoder Speech Recognition INTERSPEECH 2018