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09/14/2023
Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning
This paper proposes an approach for anomalous sound detection that incor...
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06/02/2023
Task-Agnostic Structured Pruning of Speech Representation Models
Self-supervised pre-trained models such as Wav2vec2, Hubert, and WavLM h...
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10/13/2022
Multilingual Zero Resource Speech Recognition Base on Self-Supervise Pre-Trained Acoustic Models
Labeled audio data is insufficient to build satisfying speech recognitio...
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05/16/2022
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification
Speaker embedding has been a fundamental feature for speaker-related tas...
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04/26/2022
Reformulating Speaker Diarization as Community Detection With Emphasis On Topological Structure
Clustering-based speaker diarization has stood firm as one of the major ...
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04/25/2022
Graph Convolutional Network Based Semi-Supervised Learning on Multi-Speaker Meeting Data
Unsupervised clustering on speakers is becoming increasingly important f...
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09/09/2021
BeamTransformer: Microphone Array-based Overlapping Speech Detection
We propose BeamTransformer, an efficient architecture to leverage beamfo...
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07/20/2021