← Learning Types
Machine Learning › Learning Types ›

Transfer Learning

3884 directly classified papers

Papers per year

Papers

Language Model Personalization for Improved Touchscreen Typing INTERSPEECH 2023
Developing Speech Processing Pipelines for Police Accountability INTERSPEECH 2023
Strategies to Improve Low-Resource Agglutinative Languages Morphological Inflection EMNLP 2023
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion INTERSPEECH 2023
NLPeople at NADI 2023 Shared Task: Arabic Dialect Identification with Augmented Context and Multi-Stage Tuning EMNLP 2023
Personality-aware Training based Speaker Adaptation for End-to-end Speech Recognition INTERSPEECH 2023
Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation INTERSPEECH 2023
Few-shot Spanish-Aymara Machine Translation Using English-Aymara Lexicon ACL 2023
The Role of Formant and Excitation Source Features in Perceived Naturalness of Low Resource Tribal Language TTS: An Empirical Study INTERSPEECH 2023
UoT at NADI 2023 shared task: Automatic Arabic Dialect Identification is Made Possible EMNLP 2023
Joint Instance Reconstruction and Feature Subspace Alignment for Cross-Domain Speech Emotion Recognition INTERSPEECH 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration EMNLP 2023
Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation INTERSPEECH 2023
OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition INTERSPEECH 2023
Language Agnostic Data-Driven Inverse Text Normalization INTERSPEECH 2023
BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023
How to Estimate Model Transferability of Pre-Trained Speech Models? INTERSPEECH 2023
Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain EMNLP 2023
DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model INTERSPEECH 2023
Description and Analysis of ABC Submission to NIST LRE 2022 INTERSPEECH 2023
Adapting an Unadaptable ASR System INTERSPEECH 2023
Combining Multilingual Resources and Models to Develop State-of-the-Art E2E ASR for Swedish INTERSPEECH 2023
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning ICML 2023
Investigating Pre-trained Audio Encoders in the Low-Resource Condition INTERSPEECH 2023
PlayGround Low Resource Machine Translation System for the 2023 AmericasNLP Shared Task ACL 2023