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)

A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model INTERSPEECH 2023
ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and Speed INTERSPEECH 2023
Improving Zero-shot Cross-domain Slot Filling via Transformer-based Slot Semantics Fusion INTERSPEECH 2023
How ChatGPT is Robust for Spoken Language Understanding? INTERSPEECH 2023
PunCantonese: A Benchmark Corpus for Low-Resource Cantonese Punctuation Restoration from Speech Transcripts INTERSPEECH 2023
Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes INTERSPEECH 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages INTERSPEECH 2023
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data? INTERSPEECH 2023
Meta-domain Adversarial Contrastive Learning for Alleviating Individual Bias in Self-sentiment Predictions INTERSPEECH 2023
Domain Adaptation for Speech Enhancement in a Large Domain Gap INTERSPEECH 2023
Beatboxing Kick Drum Kinematics INTERSPEECH 2023
Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems INTERSPEECH 2023
Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR INTERSPEECH 2023
Automated Multiple Sclerosis Screening Based on Encoded Speech Representations INTERSPEECH 2023
Cross-Lingual Features for Alzheimer’s Dementia Detection from Speech INTERSPEECH 2023
Adapter-Based Extension of Multi-Speaker Text-To-Speech Model for New Speakers INTERSPEECH 2023
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition INTERSPEECH 2023
Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems INTERSPEECH 2023
Cross-Lingual Cross-Age Adaptation for Low-Resource Elderly Speech Emotion Recognition INTERSPEECH 2023
Towards Spontaneous Style Modeling with Semi-supervised Pre-training for Conversational Text-to-Speech Synthesis INTERSPEECH 2023
Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism INTERSPEECH 2023
Pre-Finetuning for Few-Shot Emotional Speech Recognition INTERSPEECH 2023
Two-stage Finetuning of Wav2vec 2.0 for Speech Emotion Recognition with ASR and Gender Pretraining INTERSPEECH 2023
How Does Pretraining Improve Discourse-Aware Translation? INTERSPEECH 2023
Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin INTERSPEECH 2023