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Transfer Learning

3,884 papers

Papers per year

Papers

AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark INTERSPEECH 2023
Towards hate speech detection in low-resource languages: Comparing ASR to acoustic word embeddings on Wolof and Swahili INTERSPEECH 2023
Language Agnostic Data-Driven Inverse Text Normalization INTERSPEECH 2023
How to Estimate Model Transferability of Pre-Trained Speech Models? INTERSPEECH 2023
Description and Analysis of ABC Submission to NIST LRE 2022 INTERSPEECH 2023
Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation INTERSPEECH 2023
The Role of Formant and Excitation Source Features in Perceived Naturalness of Low Resource Tribal Language TTS: An Empirical Study INTERSPEECH 2023
FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding INTERSPEECH 2023
DiffSLU: Knowledge Distillation Based Diffusion Model for Cross-Lingual Spoken Language Understanding INTERSPEECH 2023
Compositional Generalization in Spoken Language Understanding INTERSPEECH 2023
Joint Instance Reconstruction and Feature Subspace Alignment for Cross-Domain Speech Emotion Recognition INTERSPEECH 2023
OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition INTERSPEECH 2023
Adapting an Unadaptable ASR System INTERSPEECH 2023
Developing Speech Processing Pipelines for Police Accountability INTERSPEECH 2023
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion INTERSPEECH 2023
Personality-aware Training based Speaker Adaptation for End-to-end Speech Recognition INTERSPEECH 2023
Adapting Multi-Lingual ASR Models for Handling Multiple Talkers INTERSPEECH 2023
Language Model Personalization for Improved Touchscreen Typing INTERSPEECH 2023
Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation INTERSPEECH 2023
Investigating Pre-trained Audio Encoders in the Low-Resource Condition INTERSPEECH 2023
A New Benchmark of Aphasia Speech Recognition and Detection Based on E-Branchformer and Multi-task Learning INTERSPEECH 2023
An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients INTERSPEECH 2023
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features INTERSPEECH 2023
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning INTERSPEECH 2023
Strategies for Improving Low Resource Speech to Text Translation Relying on Pre-trained ASR Models INTERSPEECH 2023