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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)

Investigating the Impact of Crosslingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition INTERSPEECH 2022
Avoid Overfitting User Specific Information in Federated Keyword Spotting INTERSPEECH 2022
Residual Language Model for End-to-end Speech Recognition INTERSPEECH 2022
Seq-2-Seq based Refinement of ASR Output for Spoken Name Capture INTERSPEECH 2022
Multitask Learning for Low Resource Spoken Language Understanding INTERSPEECH 2022
Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction INTERSPEECH 2022
Decoupled Pronunciation and Prosody Modeling in Meta-Learning-based Multilingual Speech Synthesis INTERSPEECH 2022
Learn2Sing 2.0: Diffusion and Mutual Information-Based Target Speaker SVS by Learning from Singing Teacher INTERSPEECH 2022
Muskits: an End-to-end Music Processing Toolkit for Singing Voice Synthesis INTERSPEECH 2022
Does Utterance entails Intent?: Evaluating Natural Language Inference Based Setup for Few-Shot Intent Detection INTERSPEECH 2022
Few Shot Cross-Lingual TTS Using Transferable Phoneme Embedding INTERSPEECH 2022
Analysis of expressivity transfer in non-autoregressive end-to-end multispeaker TTS systems INTERSPEECH 2022
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting INTERSPEECH 2022
Coupled Discriminant Subspace Alignment for Cross-database Speech Emotion Recognition INTERSPEECH 2022
Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition INTERSPEECH 2022
Training speaker recognition systems with limited data INTERSPEECH 2022
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment INTERSPEECH 2022
Using cross-model learnings for the Gram Vaani ASR Challenge 2022 INTERSPEECH 2022
Plugging a neural phoneme recognizer into a simple language model: a workflow for low-resource setting INTERSPEECH 2022
An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions INTERSPEECH 2022
Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling INTERSPEECH 2022
User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning INTERSPEECH 2022
Improved Relation Networks for End-to-End Speaker Verification and Identification INTERSPEECH 2022
Wav2vec behind the Scenes: How end2end Models learn Phonetics INTERSPEECH 2022
A Transfer and Multi-Task Learning based Approach for MOS Prediction INTERSPEECH 2022