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Knowledge Distillation

3,086 papers

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Papers

Production federated keyword spotting via distillation, filtering, and joint federated-centralized training INTERSPEECH 2022
TRILLsson: Distilled Universal Paralinguistic Speech Representations INTERSPEECH 2022
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models INTERSPEECH 2022
Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge INTERSPEECH 2022
Cross-Layer Similarity Knowledge Distillation for Speech Enhancement INTERSPEECH 2022
Model Compression by Iterative Pruning with Knowledge Distillation and Its Application to Speech Enhancement INTERSPEECH 2022
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation INTERSPEECH 2022
Multi-View Attention Transfer for Efficient Speech Enhancement INTERSPEECH 2022
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models INTERSPEECH 2022
Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation INTERSPEECH 2022
Multi-stage Progressive Compression of Conformer Transducer for On-device Speech Recognition INTERSPEECH 2022
Self-Distillation Based on High-level Information Supervision for Compressing End-to-End ASR Model INTERSPEECH 2022
Conformer with dual-mode chunked attention for joint online and offline ASR INTERSPEECH 2022
Distilling a Pretrained Language Model to a Multilingual ASR Model INTERSPEECH 2022
Knowledge Transfer and Distillation from Autoregressive to Non-Autoregessive Speech Recognition INTERSPEECH 2022
Knowledge Distillation For CTC-based Speech Recognition Via Consistent Acoustic Representation Learning INTERSPEECH 2022
Adversarial Knowledge Distillation For Robust Spoken Language Understanding INTERSPEECH 2022
FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Models INTERSPEECH 2022
Low-resource Low-footprint Wake-word Detection using Knowledge Distillation INTERSPEECH 2022
Improving ASR Robustness in Noisy Condition Through VAD Integration INTERSPEECH 2022
Knowledge distillation for In-memory keyword spotting model INTERSPEECH 2022
Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis INTERSPEECH 2022
Muskits: an End-to-end Music Processing Toolkit for Singing Voice Synthesis INTERSPEECH 2022
Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer INTERSPEECH 2022
Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation INTERSPEECH 2022