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Pretraining

2,483 papers

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Papers

Interface Design for Self-Supervised Speech Models INTERSPEECH 2024
Exploring adaptation techniques of large speech foundation models for low-resource ASR: a case study on Northern Sámi INTERSPEECH 2024
VoxSim: A perceptual voice similarity dataset INTERSPEECH 2024
Parameter-efficient Fine-tuning of Speaker-Aware Dynamic Prompts for Speaker Verification INTERSPEECH 2024
Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models INTERSPEECH 2024
Pre-training Neural Transducer-based Streaming Voice Conversion for Faster Convergence and Alignment-free Training INTERSPEECH 2024
Speech and Language Recognition with Low-rank Adaptation of Pretrained Models INTERSPEECH 2024
Quantifying Unintended Memorization in BEST-RQ ASR Encoders INTERSPEECH 2024
Audio Editing with Non-Rigid Text Prompts INTERSPEECH 2024
Gender and Language Identification in Multilingual Models of Speech: Exploring the Genericity and Robustness of Speech Representations INTERSPEECH 2024
Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata INTERSPEECH 2024
Non-Linear Inference Time Intervention: Improving LLM Truthfulness INTERSPEECH 2024
Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study INTERSPEECH 2024
Exploring Pre-trained Speech Model for Articulatory Feature Extraction in Dysarthric Speech Using ASR INTERSPEECH 2024
LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information INTERSPEECH 2024
Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor INTERSPEECH 2024
An Initial Investigation of Language Adaptation for TTS Systems under Low-resource Scenarios INTERSPEECH 2024
Bird Whisperer: Leveraging Large Pre-trained Acoustic Model for Bird Call Classification INTERSPEECH 2024
What happens in continued pre-training? Analysis of self-supervised speech models with continued pre-training for colloquial Finnish ASR INTERSPEECH 2024
Self-Supervised Learning for ASR Pre-Training with Uniquely Determined Target Labels and Controlling Cepstrum Truncation for Speech Augmentation INTERSPEECH 2024
MS-HuBERT: Mitigating Pre-training and Inference Mismatch in Masked Language Modelling methods for learning Speech Representations INTERSPEECH 2024
Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units INTERSPEECH 2024
Introduction To Partial Fine-tuning: A Comprehensive Evaluation Of End-to-end Children’s Automatic Speech Recognition Adaptation INTERSPEECH 2024
Scaling Speech Technology to 1,000+ Languages JMLR 2024
KerasCV and KerasNLP: Multi-framework Models JMLR 2024