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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)

An End-to-End Dialect Identification System with Transfer Learning from a Multilingual Automatic Speech Recognition Model INTERSPEECH 2021
Learning Robust Speech Representation with an Articulatory-Regularized Variational Autoencoder INTERSPEECH 2021
N-MTTL SI Model: Non-Intrusive Multi-Task Transfer Learning-Based Speech Intelligibility Prediction Model with Scenery Classification INTERSPEECH 2021
Emotion Recognition from Speech Using wav2vec 2.0 Embeddings INTERSPEECH 2021
Knowledge Distillation Based Training of Universal ASR Source Models for Cross-Lingual Transfer INTERSPEECH 2021
Few-Shot Learning of New Sound Classes for Target Sound Extraction INTERSPEECH 2021
ECAPA-TDNN Embeddings for Speaker Diarization INTERSPEECH 2021
Federated Learning with Dynamic Transformer for Text to Speech INTERSPEECH 2021
A Learned Conditional Prior for the VAE Acoustic Space of a TTS System INTERSPEECH 2021
Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset INTERSPEECH 2021
Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies INTERSPEECH 2021
WavBERT: Exploiting Semantic and Non-Semantic Speech Using Wav2vec and BERT for Dementia Detection INTERSPEECH 2021
Age-Invariant Training for End-to-End Child Speech Recognition Using Adversarial Multi-Task Learning INTERSPEECH 2021
Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition INTERSPEECH 2021
A Hands-On Comparison of DNNs for Dialog Separation Using Transfer Learning from Music Source Separation INTERSPEECH 2021
GlobalPhone Mix-To-Separate Out of 2: A Multilingual 2000 Speakers Mixtures Database for Speech Separation INTERSPEECH 2021
Transformer Based End-to-End Mispronunciation Detection and Diagnosis INTERSPEECH 2021
Segmental Alignment of English Syllables with Singleton and Cluster Onsets INTERSPEECH 2021
Few-Shot Keyword Spotting in Any Language INTERSPEECH 2021
A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples INTERSPEECH 2021
Auto-KWS 2021 Challenge: Task, Datasets, and Baselines INTERSPEECH 2021
Teaching Keyword Spotters to Spot New Keywords with Limited Examples INTERSPEECH 2021
Voice Activity Detection with Teacher-Student Domain Emulation INTERSPEECH 2021
Deep Feature Transfer Learning for Automatic Pronunciation Assessment INTERSPEECH 2021
End-to-End Rich Transcription-Style Automatic Speech Recognition with Semi-Supervised Learning INTERSPEECH 2021