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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)

Federated Domain Adaptation for ASR with Full Self-Supervision INTERSPEECH 2022
Domain Agnostic Few-shot Learning for Speaker Verification INTERSPEECH 2022
Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks INTERSPEECH 2022
Transfer Learning Framework for Low-Resource Text-to-Speech using a Large-Scale Unlabeled Speech Corpus INTERSPEECH 2022
From Disfluency Detection to Intent Detection and Slot Filling INTERSPEECH 2022
Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding INTERSPEECH 2022
SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task INTERSPEECH 2022
Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation INTERSPEECH 2022
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning INTERSPEECH 2022
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification INTERSPEECH 2022
Robust End-to-end Speaker Diarization with Generic Neural Clustering INTERSPEECH 2022
Active Few-Shot Learning for Sound Event Detection INTERSPEECH 2022
AdaVocoder: Adaptive Vocoder for Custom Voice INTERSPEECH 2022
VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature INTERSPEECH 2022
VQ-T: RNN Transducers using Vector-Quantized Prediction Network States INTERSPEECH 2022
Separate What You Describe: Language-Queried Audio Source Separation INTERSPEECH 2022
Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer INTERSPEECH 2022
An Automated Mood Diary for Older User’s using Ambient Assisted Living Recorded Speech INTERSPEECH 2022
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition INTERSPEECH 2022
Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition INTERSPEECH 2022
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data INTERSPEECH 2022
Text-Only Domain Adaptation Based on Intermediate CTC INTERSPEECH 2022
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping INTERSPEECH 2022
Deep CNN-based Inductive Transfer Learning for Sarcasm Detection in Speech INTERSPEECH 2022
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning INTERSPEECH 2022