conftrace_

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)

Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers INTERSPEECH 2023
A Joint Model for Pronunciation Assessment and Mispronunciation Detection and Diagnosis with Multi-task Learning INTERSPEECH 2023
Zero-Shot Automatic Pronunciation Assessment INTERSPEECH 2023
Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio INTERSPEECH 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding INTERSPEECH 2023
ConvKT: Conversation-Level Knowledge Transfer for Context Aware End-to-End Spoken Language Understanding INTERSPEECH 2023
Obstructive Sleep Apnea Detection using Pre-trained Speech Representations INTERSPEECH 2023
Developing Speech Processing Pipelines for Police Accountability INTERSPEECH 2023
Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences INTERSPEECH 2023
Effective Training of Attention-based Contextual Biasing Adapters with Synthetic Audio for Personalised ASR INTERSPEECH 2023
Knowledge Distillation Approach for Efficient Internal Language Model Estimation INTERSPEECH 2023
Language Model Personalization for Improved Touchscreen Typing INTERSPEECH 2023
Large Dataset Generation of Synchronized Music Audio and Lyrics at Scale using Teacher-Student Paradigm INTERSPEECH 2023
Investigating Pre-trained Audio Encoders in the Low-Resource Condition INTERSPEECH 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target INTERSPEECH 2023
Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2023
Self-Paced Pattern Augmentation for Spoken Term Detection in Zero-Resource INTERSPEECH 2023
Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics INTERSPEECH 2023
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data INTERSPEECH 2023
ZeroPrompt: Streaming Acoustic Encoders are Zero-Shot Masked LMs INTERSPEECH 2023
Whisper Encoder features for Infant Cry Classification INTERSPEECH 2023
Towards Paralinguistic-Only Speech Representations for End-to-End Speech Emotion Recognition INTERSPEECH 2023
Transforming the Embeddings: A Lightweight Technique for Speech Emotion Recognition Tasks INTERSPEECH 2023
Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022 INTERSPEECH 2023
Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech INTERSPEECH 2023