Improving Anomalous Sound Detection through Pseudo-anomalous Set Selection and Pseudo-label Utilization under Unlabeled Conditions
Fuente:
arXiv
Saved in:
| Main Authors: | Kuroyanagi, Ibuki, Fujimura, Takuya, Takeda, Kazuya, Toda, Tomoki |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Improvements of Discriminative Feature Space Training for Anomalous Sound Detection in Unlabeled Conditions
by: Fujimura, Takuya, et al.
Published: (2024)
by: Fujimura, Takuya, et al.
Published: (2024)
Serial-OE: Anomalous sound detection based on serial method with outlier exposure capable of using small amounts of anomalous data for training
by: Kuroyanagi, Ibuki, et al.
Published: (2025)
by: Kuroyanagi, Ibuki, et al.
Published: (2025)
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work
by: Wilkinghoff, Kevin, et al.
Published: (2025)
by: Wilkinghoff, Kevin, et al.
Published: (2025)
Discriminative Neighborhood Smoothing for Generative Anomalous Sound Detection
by: Fujimura, Takuya, et al.
Published: (2024)
by: Fujimura, Takuya, et al.
Published: (2024)
Self-supervised learning method using multiple sampling strategies for general-purpose audio representation
by: Kuroyanagi, Ibuki, et al.
Published: (2025)
by: Kuroyanagi, Ibuki, et al.
Published: (2025)
ASDKit: A Toolkit for Comprehensive Evaluation of Anomalous Sound Detection Methods
by: Fujimura, Takuya, et al.
Published: (2025)
by: Fujimura, Takuya, et al.
Published: (2025)
Two-stage Framework for Robust Speech Emotion Recognition Using Target Speaker Extraction in Human Speech Noise Conditions
by: Mi, Jinyi, et al.
Published: (2024)
by: Mi, Jinyi, et al.
Published: (2024)
Learning Multidimensional Disentangled Representations of Instrumental Sounds for Musical Similarity Assessment
by: Hashizume, Yuka, et al.
Published: (2024)
by: Hashizume, Yuka, et al.
Published: (2024)
PseudoVC: Improving One-shot Voice Conversion with Pseudo Paired Data
by: Cao, Songjun, et al.
Published: (2025)
by: Cao, Songjun, et al.
Published: (2025)
Analysis and Extension of Noisy-target Training for Unsupervised Target Signal Enhancement
by: Fujimura, Takuya, et al.
Published: (2025)
by: Fujimura, Takuya, et al.
Published: (2025)
Improved Architecture for High-resolution Piano Transcription to Efficiently Capture Acoustic Characteristics of Music Signals
by: Mi, Jinyi, et al.
Published: (2024)
by: Mi, Jinyi, et al.
Published: (2024)
Investigation of perceptual music similarity focusing on each instrumental part
by: Hashizume, Yuka, et al.
Published: (2025)
by: Hashizume, Yuka, et al.
Published: (2025)
Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring
by: Ho, Tuan Vu, et al.
Published: (2024)
by: Ho, Tuan Vu, et al.
Published: (2024)
Eigenvoice Synthesis based on Model Editing for Speaker Generation
by: Murata, Masato, et al.
Published: (2025)
by: Murata, Masato, et al.
Published: (2025)
Timbre Difference Capturing in Anomalous Sound Detection
by: Nishida, Tomoya, et al.
Published: (2024)
by: Nishida, Tomoya, et al.
Published: (2024)
MOS-Bench: Benchmarking Generalization Abilities of Subjective Speech Quality Assessment Models
by: Huang, Wen-Chin, et al.
Published: (2024)
by: Huang, Wen-Chin, et al.
Published: (2024)
SHEET: A Multi-purpose Open-source Speech Human Evaluation Estimation Toolkit
by: Huang, Wen-Chin, et al.
Published: (2025)
by: Huang, Wen-Chin, et al.
Published: (2025)
SuPseudo: A Pseudo-supervised Learning Method for Neural Speech Enhancement in Far-field Speech Recognition
by: Luo, Longjie, et al.
Published: (2025)
by: Luo, Longjie, et al.
Published: (2025)
Retaining Mixture Representations for Domain Generalized Anomalous Sound Detection
by: Saengthong, Phurich, et al.
Published: (2025)
by: Saengthong, Phurich, et al.
Published: (2025)
Improving Whispered Speech Recognition Performance using Pseudo-whispered based Data Augmentation
by: Lin, Zhaofeng, et al.
Published: (2023)
by: Lin, Zhaofeng, et al.
Published: (2023)
QHARMA-GAN: Quasi-Harmonic Neural Vocoder based on Autoregressive Moving Average Model
by: Chen, Shaowen, et al.
Published: (2025)
by: Chen, Shaowen, et al.
Published: (2025)
MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR
by: Damianos, Dimitrios, et al.
Published: (2025)
by: Damianos, Dimitrios, et al.
Published: (2025)
Serenade: A Singing Style Conversion Framework Based On Audio Infilling
by: Violeta, Lester Phillip, et al.
Published: (2025)
by: Violeta, Lester Phillip, et al.
Published: (2025)
Learning Separated Representations for Instrument-based Music Similarity
by: Hashizume, Yuka, et al.
Published: (2025)
by: Hashizume, Yuka, et al.
Published: (2025)
Wavehax: Aliasing-Free Neural Waveform Synthesis Based on 2D Convolution and Harmonic Prior for Reliable Complex Spectrogram Estimation
by: Yoneyama, Reo, et al.
Published: (2024)
by: Yoneyama, Reo, et al.
Published: (2024)
Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector based Pseudo-Labels
by: Aldeneh, Zakaria, et al.
Published: (2024)
by: Aldeneh, Zakaria, et al.
Published: (2024)
Disentangling Hierarchical Features for Anomalous Sound Detection Under Domain Shift
by: Guan, Jian, et al.
Published: (2025)
by: Guan, Jian, et al.
Published: (2025)
Exploring Self-Supervised Audio Models for Generalized Anomalous Sound Detection
by: Han, Bing, et al.
Published: (2025)
by: Han, Bing, et al.
Published: (2025)
AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection
by: Jiang, Anbai, et al.
Published: (2024)
by: Jiang, Anbai, et al.
Published: (2024)
Description and Discussion on DCASE 2026 Challenge Task 2: Noise-aware Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
by: Nishida, Tomoya, et al.
Published: (2026)
by: Nishida, Tomoya, et al.
Published: (2026)
Description and Discussion on DCASE 2025 Challenge Task 2: First-shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
by: Nishida, Tomoya, et al.
Published: (2025)
by: Nishida, Tomoya, et al.
Published: (2025)
PMF-CEC: Phoneme-augmented Multimodal Fusion for Context-aware ASR Error Correction with Error-specific Selective Decoding
by: He, Jiajun, et al.
Published: (2025)
by: He, Jiajun, et al.
Published: (2025)
Music Similarity Representation Learning Focusing on Individual Instruments with Source Separation and Human Preference
by: Imamura, Takehiro, et al.
Published: (2025)
by: Imamura, Takehiro, et al.
Published: (2025)
Unifying Listener Scoring Scales: Comparison Learning Framework for Speech Quality Assessment and Continuous Speech Emotion Recognition
by: Hu, Cheng-Hung, et al.
Published: (2025)
by: Hu, Cheng-Hung, et al.
Published: (2025)
Retrieval-Augmented Approach for Unsupervised Anomalous Sound Detection and Captioning without Model Training
by: Ogura, Ryoya, et al.
Published: (2024)
by: Ogura, Ryoya, et al.
Published: (2024)
How Much Does Machine Identity Matter in Anomalous Sound Detection at Test Time?
by: Wilkinghoff, Kevin, et al.
Published: (2026)
by: Wilkinghoff, Kevin, et al.
Published: (2026)
Layer-wise Analysis for Quality of Multilingual Synthesized Speech
by: Cooper, Erica, et al.
Published: (2025)
by: Cooper, Erica, et al.
Published: (2025)
Comparative Analysis of Fast and High-Fidelity Neural Vocoders for Low-Latency Streaming Synthesis in Resource-Constrained Environments
by: Yoneyama, Reo, et al.
Published: (2025)
by: Yoneyama, Reo, et al.
Published: (2025)
Mind the Gap: Detecting Cluster Exits for Robust Local Density-Based Score Normalization in Anomalous Sound Detection
by: Wilkinghoff, Kevin, et al.
Published: (2026)
by: Wilkinghoff, Kevin, et al.
Published: (2026)
Temporal Pooling Strategies for Training-Free Anomalous Sound Detection with Self-Supervised Audio Embeddings
by: Wilkinghoff, Kevin, et al.
Published: (2026)
by: Wilkinghoff, Kevin, et al.
Published: (2026)
Similar Items
-
Improvements of Discriminative Feature Space Training for Anomalous Sound Detection in Unlabeled Conditions
by: Fujimura, Takuya, et al.
Published: (2024) -
Serial-OE: Anomalous sound detection based on serial method with outlier exposure capable of using small amounts of anomalous data for training
by: Kuroyanagi, Ibuki, et al.
Published: (2025) -
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work
by: Wilkinghoff, Kevin, et al.
Published: (2025) -
Discriminative Neighborhood Smoothing for Generative Anomalous Sound Detection
by: Fujimura, Takuya, et al.
Published: (2024) -
Self-supervised learning method using multiple sampling strategies for general-purpose audio representation
by: Kuroyanagi, Ibuki, et al.
Published: (2025)