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Pretraining

2,483 papers

Papers per year

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5
219
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Papers

All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract) IJCAI 2024
Deep Learning with Requirements in the Real World IJCAI 2024
MINT: Boosting Audio-Language Model via Multi-Target Pre-Training and Instruction Tuning INTERSPEECH 2024
Reduce, Reuse, Recycle: Is Perturbed Data Better than Other Language Augmentation for Low Resource Self-Supervised Speech Models INTERSPEECH 2024
AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection INTERSPEECH 2024
How Much Context Does My Attention-Based ASR System Need? INTERSPEECH 2024
Cross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction INTERSPEECH 2024
Fine-tuning of Pre-trained Models for Classification of Vocal Intensity Category from Speech Signals INTERSPEECH 2024
Textual-Driven Adversarial Purification for Speaker Verification INTERSPEECH 2024
SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech INTERSPEECH 2024
Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection INTERSPEECH 2024
Pre-training Feature Guided Diffusion Model for Speech Enhancement INTERSPEECH 2024
Inclusive ASR for Disfluent Speech: Cascaded Large-Scale Self-Supervised Learning with Targeted Fine-Tuning and Data Augmentation INTERSPEECH 2024
A Comparative Analysis of Bilingual and Trilingual Wav2Vec Models for Automatic Speech Recognition in Multilingual Oral History Archives INTERSPEECH 2024
A layer-wise analysis of Mandarin and English suprasegmentals in SSL speech models INTERSPEECH 2024
Fine-Tuning Strategies for Dutch Dysarthric Speech Recognition: Evaluating the Impact of Healthy, Disease-Specific, and Speaker-Specific Data INTERSPEECH 2024
Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation INTERSPEECH 2024
It’s Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson’s Disease INTERSPEECH 2024
Towards objective and interpretable speech disorder assessment: a comparative analysis of CNN and transformer-based models INTERSPEECH 2024
When Whisper Listens to Aphasia: Advancing Robust Post-Stroke Speech Recognition INTERSPEECH 2024
Fine-tune Pre-Trained Models with Multi-Level Feature Fusion for Speaker Verification INTERSPEECH 2024
Efficient Integrated Features Based on Pre-trained Models for Speaker Verification INTERSPEECH 2024
Multi-Modal Automatic Prosody Annotation with Contrastive Pretraining of Speech-Silence and Word-Punctuation INTERSPEECH 2024
LearnerVoice: A Dataset of Non-Native English Learners’ Spontaneous Speech INTERSPEECH 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR INTERSPEECH 2024