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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification IJCAI 2022
Fine-tuning Deep Neural Networks by Interactively Refining the 2D Latent Space of Ambiguous Images IJCAI 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training IJCNLP 2022
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging IJCNLP 2022
NERDz: A Preliminary Dataset of Named Entities for Algerian IJCNLP 2022
EmoNoBa: A Dataset for Analyzing Fine-Grained Emotions on Noisy Bangla Texts IJCNLP 2022
BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset IJCNLP 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking IJCNLP 2022
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER IJCNLP 2022
The Emotion is Not One-hot Encoding: Learning with Grayscale Label for Emotion Recognition in Conversation INTERSPEECH 2022
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models INTERSPEECH 2022
Automatic Dialect Density Estimation for African American English INTERSPEECH 2022
The discrimination of [zi]-[dʑi] by Japanese listeners and the prospective phonologization of /zi/ INTERSPEECH 2022
Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification INTERSPEECH 2022
Confidence Measure for Automatic Age Estimation From Speech INTERSPEECH 2022
Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People INTERSPEECH 2022
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning INTERSPEECH 2022
Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities INTERSPEECH 2022
Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data INTERSPEECH 2022
Learning Under Label Noise for Robust Spoken Language Understanding systems INTERSPEECH 2022
Speech Intelligibility Prediction for Hearing-Impaired Listeners with the LEAP Model INTERSPEECH 2022
Weakly-Supervised Neural Full-Rank Spatial Covariance Analysis for a Front-End System of Distant Speech Recognition INTERSPEECH 2022
Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework INTERSPEECH 2022
Comparison of Unsupervised Learning and Supervised Learning with Noisy Labels for Low-Resource Speech Recognition INTERSPEECH 2022
Multimodal Clustering with Role Induced Constraints for Speaker Diarization INTERSPEECH 2022