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Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

Code-Switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation INTERSPEECH 2019
Early Identification of Speech Changes Due to Amyotrophic Lateral Sclerosis Using Machine Classification INTERSPEECH 2019
Acoustic Scene Classification Using Teacher-Student Learning with Soft-Labels INTERSPEECH 2019
Rare Sound Event Detection Using Deep Learning and Data Augmentation INTERSPEECH 2019
Non-Parallel Voice Conversion Using Weighted Generative Adversarial Networks INTERSPEECH 2019
One-Shot Voice Conversion with Global Speaker Embeddings INTERSPEECH 2019
StarGAN-VC2: Rethinking Conditional Methods for StarGAN-Based Voice Conversion INTERSPEECH 2019
Robustness of Statistical Voice Conversion Based on Direct Waveform Modification Against Background Sounds INTERSPEECH 2019
Probability Density Distillation with Generative Adversarial Networks for High-Quality Parallel Waveform Generation INTERSPEECH 2019
Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition INTERSPEECH 2019
Improved Vocal Tract Length Perturbation for a State-of-the-Art End-to-End Speech Recognition System INTERSPEECH 2019
Multi-Accent Adaptation Based on Gate Mechanism INTERSPEECH 2019
Unsupervised Adaptation with Adversarial Dropout Regularization for Robust Speech Recognition INTERSPEECH 2019
Cumulative Adaptation for BLSTM Acoustic Models INTERSPEECH 2019
End-to-End Adaptation with Backpropagation Through WFST for On-Device Speech Recognition System INTERSPEECH 2019
Learning Speaker Aware Offsets for Speaker Adaptation of Neural Networks INTERSPEECH 2019
An Investigation into On-Device Personalization of End-to-End Automatic Speech Recognition Models INTERSPEECH 2019
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding INTERSPEECH 2019
Ultra-Compact NLU: Neuronal Network Binarization as Regularization INTERSPEECH 2019
Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech INTERSPEECH 2019
Temporal Coordination of Articulatory and Respiratory Events Prior to Speech Initiation INTERSPEECH 2019
Low Resource Automatic Intonation Classification Using Gated Recurrent Unit (GRU) Networks Pre-Trained with Synthesized Pitch Patterns INTERSPEECH 2019
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson’s Disease INTERSPEECH 2019
SPIRE-fluent: A Self-Learning App for Tutoring Oral Fluency to Second Language English Learners INTERSPEECH 2019
Splash: Speech and Language Assessment in Schools and Homes INTERSPEECH 2019