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Data Augmentation

3,720 papers

Papers per year

7
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562
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Papers

Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework INTERSPEECH 2024
Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio INTERSPEECH 2024
Singing Voice Data Scaling-up: An Introduction to ACE-Opencpop and ACE-KiSing INTERSPEECH 2024
A demonstrator for articulation-based command word recognition INTERSPEECH 2024
Exploring Self-supervised Embeddings and Synthetic Data Augmentation for Robust Audio Deepfake Detection INTERSPEECH 2024
Balance, Multiple Augmentation, and Re-synthesis: A Triad Training Strategy for Enhanced Audio Deepfake Detection INTERSPEECH 2024
A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition INTERSPEECH 2024
Frequency-mix Knowledge Distillation for Fake Speech Detection INTERSPEECH 2024
Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech INTERSPEECH 2024
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis INTERSPEECH 2024
ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR INTERSPEECH 2024
Text Injection for Neural Contextual Biasing INTERSPEECH 2024
Voice Disorder Analysis: a Transformer-based Approach INTERSPEECH 2024
Neural Compression Augmentation for Contrastive Audio Representation Learning INTERSPEECH 2024
Can Modelling Inter-Rater Ambiguity Lead To Noise-Robust Continuous Emotion Predictions? INTERSPEECH 2024
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models INTERSPEECH 2024
The Greek podcast corpus: Competitive speech models for low-resourced languages with weakly supervised data INTERSPEECH 2024
Optimizing Automatic Speech Assessment: W-RankSim Regularization and Hybrid Feature Fusion Strategies INTERSPEECH 2024
Oversampling, Augmentation and Curriculum Learning for Speaking Assessment with Limited Training Data INTERSPEECH 2024
Robust Laughter Segmentation with Automatic Diverse Data Synthesis INTERSPEECH 2024
Multi-label Bird Species Classification from Field Recordings using Mel_Graph-GCN Framework INTERSPEECH 2024
DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation INTERSPEECH 2024
PPPR: Portable Plug-in Prompt Refiner for Text to Audio Generation INTERSPEECH 2024
Bird Whisperer: Leveraging Large Pre-trained Acoustic Model for Bird Call Classification INTERSPEECH 2024
Self-Supervised Learning for ASR Pre-Training with Uniquely Determined Target Labels and Controlling Cepstrum Truncation for Speech Augmentation INTERSPEECH 2024