conftrace_
← Application Areas
Machine Learning › Application Areas ›

Data Augmentation

3,622 papers

Papers per year

Papers

Explainable Text Classification via Attentive and Targeted Mixing Data Augmentation IJCAI 2023
Towards Incremental NER Data Augmentation via Syntactic-aware Insertion Transformer IJCAI 2023
Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment IJCAI 2023
A Survey on Dataset Distillation: Approaches, Applications and Future Directions IJCAI 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code IJCAI 2023
The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models IJCNLP 2023
Few-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation INTERSPEECH 2023
Using Text Injection to Improve Recognition of Personal Identifiers in Speech INTERSPEECH 2023
Resolution Consistency Training on Time-Frequency Domain for Semi-Supervised Sound Event Detection INTERSPEECH 2023
Personalized Acoustic Scene Classification in Ultra-low Power Embedded Devices Using Privacy-preserving Data Augmentation INTERSPEECH 2023
Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection INTERSPEECH 2023
Language Agnostic Data-Driven Inverse Text Normalization INTERSPEECH 2023
Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training INTERSPEECH 2023
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model INTERSPEECH 2023
CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram INTERSPEECH 2023
Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition INTERSPEECH 2023
Improving Code-Switching and Name Entity Recognition in ASR with Speech Editing based Data Augmentation INTERSPEECH 2023
Capturing Formality in Speech Across Domains and Languages INTERSPEECH 2023
RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting INTERSPEECH 2023
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion INTERSPEECH 2023
MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition INTERSPEECH 2023
Spot Keywords From Very Noisy and Mixed Speech INTERSPEECH 2023
CNVVE: Dataset and Benchmark for Classifying Non-verbal Voice INTERSPEECH 2023
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation INTERSPEECH 2023
CAPTDURE: Captioned Sound Dataset of Single Sources INTERSPEECH 2023