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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)

Global Syllable Vectors for Building TTS Front-End with Deep Learning INTERSPEECH 2017
A Semi-Supervised Learning Approach for Acoustic-Prosodic Personality Perception in Under-Resourced Domains INTERSPEECH 2017
Autoencoder Based Domain Adaptation for Speaker Recognition Under Insufficient Channel Information INTERSPEECH 2017
Discretized Continuous Speech Emotion Recognition with Multi-Task Deep Recurrent Neural Network INTERSPEECH 2017
Recurrent Neural Aligner: An Encoder-Decoder Neural Network Model for Sequence to Sequence Mapping INTERSPEECH 2017
UTD-CRSS Systems for 2016 NIST Speaker Recognition Evaluation INTERSPEECH 2017
Improving the Effectiveness of Speaker Verification Domain Adaptation with Inadequate In-Domain Data INTERSPEECH 2017
Directing Attention During Perceptual Training: A Preliminary Study of Phonetic Learning in Southern Min by Mandarin Speakers INTERSPEECH 2017
Bimodal Recurrent Neural Network for Audiovisual Voice Activity Detection INTERSPEECH 2017
On the Linguistic Relevance of Speech Units Learned by Unsupervised Acoustic Modeling INTERSPEECH 2017
Deep Auto-Encoder Based Multi-Task Learning Using Probabilistic Transcriptions INTERSPEECH 2017
Areal and Phylogenetic Features for Multilingual Speech Synthesis INTERSPEECH 2017
The LENA System Applied to Swedish: Reliability of the Adult Word Count Estimate INTERSPEECH 2017
Improving DNN Bluetooth Narrowband Acoustic Models by Cross-Bandwidth and Cross-Lingual Initialization INTERSPEECH 2017
Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages INTERSPEECH 2017
Robust Online i-Vectors for Unsupervised Adaptation of DNN Acoustic Models: A Study in the Context of Digital Voice Assistants INTERSPEECH 2017
Improving Child Speech Disorder Assessment by Incorporating Out-of-Domain Adult Speech INTERSPEECH 2017
On Improving Acoustic Models for TORGO Dysarthric Speech Database INTERSPEECH 2017
Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models INTERSPEECH 2017
Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach INTERSPEECH 2017
A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification INTERSPEECH 2017
Emotional Voice Conversion with Adaptive Scales F0 Based on Wavelet Transform Using Limited Amount of Emotional Data INTERSPEECH 2017
Speaker Adaptation in DNN-Based Speech Synthesis Using d-Vectors INTERSPEECH 2017
Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017
Generalized Cylinders for Learning, Reproduction, Generalization, and Refinement of Robot Skills RSS 2017