Explainable AI in Speaker Recognition -- Making Latent Representations Understandable
Fuente:
arXiv
Guardado en:
| Autores principales: | Xu, Yanze, Wang, Wenwu, Plumbley, Mark D. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Learning Temporal Resolution in Spectrogram for Audio Classification
por: Liu, Haohe, et al.
Publicado: (2022)
por: Liu, Haohe, et al.
Publicado: (2022)
SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound
por: Liu, Haohe, et al.
Publicado: (2024)
por: Liu, Haohe, et al.
Publicado: (2024)
Compressing Quaternion Convolutional Neural Networks for Audio Classification
por: Singh, Arshdeep, et al.
Publicado: (2025)
por: Singh, Arshdeep, et al.
Publicado: (2025)
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining
por: Liu, Haohe, et al.
Publicado: (2023)
por: Liu, Haohe, et al.
Publicado: (2023)
Mitigating Intra-Speaker Variability in Diarization with Style-Controllable Speech Augmentation
por: Kim, Miseul, et al.
Publicado: (2025)
por: Kim, Miseul, et al.
Publicado: (2025)
Towards Low-Latency Tracking of Multiple Speakers With Short-Context Speaker Embeddings
por: Iatariene, Taous, et al.
Publicado: (2025)
por: Iatariene, Taous, et al.
Publicado: (2025)
StreamVoiceAnon+: Emotion-Preserving Streaming Speaker Anonymization via Frame-Level Acoustic Distillation
por: Kuzmin, Nikita, et al.
Publicado: (2026)
por: Kuzmin, Nikita, et al.
Publicado: (2026)
Dependence on Early and Late Reverberation of Single-Channel Speaker Distance Estimation
por: Neri, Michael, et al.
Publicado: (2026)
por: Neri, Michael, et al.
Publicado: (2026)
Towards Improving Speaker Distance Estimation through Generative Impulse Response Augmentation
por: Ratnarajah, Anton, et al.
Publicado: (2026)
por: Ratnarajah, Anton, et al.
Publicado: (2026)
CrossSpeech++: Cross-lingual Speech Synthesis with Decoupled Language and Speaker Generation
por: Kim, Ji-Hoon, et al.
Publicado: (2024)
por: Kim, Ji-Hoon, et al.
Publicado: (2024)
Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey
por: Kheddar, Hamza, et al.
Publicado: (2024)
por: Kheddar, Hamza, et al.
Publicado: (2024)
Towards Generating Diverse Audio Captions via Adversarial Training
por: Mei, Xinhao, et al.
Publicado: (2022)
por: Mei, Xinhao, et al.
Publicado: (2022)
3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and Diarization
por: Chen, Yafeng, et al.
Publicado: (2024)
por: Chen, Yafeng, et al.
Publicado: (2024)
AI-Generated Music Detection in Broadcast Monitoring
por: López-Ayala, David, et al.
Publicado: (2026)
por: López-Ayala, David, et al.
Publicado: (2026)
Universal Sound Separation with Self-Supervised Audio Masked Autoencoder
por: Zhao, Junqi, et al.
Publicado: (2024)
por: Zhao, Junqi, et al.
Publicado: (2024)
An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS
por: Wang, Xiaofei, et al.
Publicado: (2024)
por: Wang, Xiaofei, et al.
Publicado: (2024)
Laugh Now Cry Later: Controlling Time-Varying Emotional States of Flow-Matching-Based Zero-Shot Text-to-Speech
por: Wu, Haibin, et al.
Publicado: (2024)
por: Wu, Haibin, et al.
Publicado: (2024)
Target Speaker Selection for Neural Network Beamforming in Multi-Speaker Scenarios
por: Fiorio, Luan Vinícius, et al.
Publicado: (2025)
por: Fiorio, Luan Vinícius, et al.
Publicado: (2025)
Neural Speech and Audio Coding: Modern AI Technology Meets Traditional Codecs
por: Kim, Minje, et al.
Publicado: (2024)
por: Kim, Minje, et al.
Publicado: (2024)
Privacy-Preserving End-to-End Full-Duplex Speech Dialogue Models
por: Kuzmin, Nikita, et al.
Publicado: (2026)
por: Kuzmin, Nikita, et al.
Publicado: (2026)
Scattering Transform for Auditory Attention Decoding
por: Pallenberg, René, et al.
Publicado: (2026)
por: Pallenberg, René, et al.
Publicado: (2026)
Voice Mapping of Text-to-Speech Systems: A Metric-Based Approach for Voice Quality Assessment
por: Cai, Huanchen, et al.
Publicado: (2026)
por: Cai, Huanchen, et al.
Publicado: (2026)
Transferable Adversarial Attacks against ASR
por: Gao, Xiaoxue, et al.
Publicado: (2024)
por: Gao, Xiaoxue, et al.
Publicado: (2024)
Crowdsourced Multilingual Speech Intelligibility Testing
por: Lechler, Laura, et al.
Publicado: (2024)
por: Lechler, Laura, et al.
Publicado: (2024)
FreGrad: Lightweight and Fast Frequency-aware Diffusion Vocoder
por: Nguyen, Tan Dat, et al.
Publicado: (2024)
por: Nguyen, Tan Dat, et al.
Publicado: (2024)
Text-Aware Adapter for Few-Shot Keyword Spotting
por: Jung, Youngmoon, et al.
Publicado: (2024)
por: Jung, Youngmoon, et al.
Publicado: (2024)
Neural Spectral Band Generation for Audio Coding
por: Choi, Woongjib, et al.
Publicado: (2025)
por: Choi, Woongjib, et al.
Publicado: (2025)
Relational Proxy Loss for Audio-Text based Keyword Spotting
por: Jung, Youngmoon, et al.
Publicado: (2024)
por: Jung, Youngmoon, et al.
Publicado: (2024)
Enhancing dysarthria speech feature representation with empirical mode decomposition and Walsh-Hadamard transform
por: Zhu, Ting, et al.
Publicado: (2023)
por: Zhu, Ting, et al.
Publicado: (2023)
EnvSDD: Benchmarking Environmental Sound Deepfake Detection
por: Yin, Han, et al.
Publicado: (2025)
por: Yin, Han, et al.
Publicado: (2025)
Retrieval-Augmented Text-to-Audio Generation
por: Yuan, Yi, et al.
Publicado: (2023)
por: Yuan, Yi, et al.
Publicado: (2023)
Leveraging Pre-trained AudioLDM for Sound Generation: A Benchmark Study
por: Yuan, Yi, et al.
Publicado: (2023)
por: Yuan, Yi, et al.
Publicado: (2023)
DreamAudio: Customized Text-to-Audio Generation with Diffusion Models
por: Yuan, Yi, et al.
Publicado: (2025)
por: Yuan, Yi, et al.
Publicado: (2025)
Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility
por: Liu, Xiaoyu, et al.
Publicado: (2024)
por: Liu, Xiaoyu, et al.
Publicado: (2024)
An Explainable Proxy Model for Multiabel Audio Segmentation
por: Mariotte, Théo, et al.
Publicado: (2024)
por: Mariotte, Théo, et al.
Publicado: (2024)
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling
por: Guo, Z., et al.
Publicado: (2022)
por: Guo, Z., et al.
Publicado: (2022)
AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion
por: Zhao, Junqi, et al.
Publicado: (2025)
por: Zhao, Junqi, et al.
Publicado: (2025)
CSL-L2M: Controllable Song-Level Lyric-to-Melody Generation Based on Conditional Transformer with Fine-Grained Lyric and Musical Controls
por: Chai, Li, et al.
Publicado: (2024)
por: Chai, Li, et al.
Publicado: (2024)
Speech Enhancement Based on Drifting Models
por: Xu, Liang, et al.
Publicado: (2026)
por: Xu, Liang, et al.
Publicado: (2026)
Robust Generative Audio Quality Assessment: Disentangling Quality from Spurious Correlations
por: Huang, Kuan-Tang, et al.
Publicado: (2026)
por: Huang, Kuan-Tang, et al.
Publicado: (2026)
Ejemplares similares
-
Learning Temporal Resolution in Spectrogram for Audio Classification
por: Liu, Haohe, et al.
Publicado: (2022) -
SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound
por: Liu, Haohe, et al.
Publicado: (2024) -
Compressing Quaternion Convolutional Neural Networks for Audio Classification
por: Singh, Arshdeep, et al.
Publicado: (2025) -
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining
por: Liu, Haohe, et al.
Publicado: (2023) -
Mitigating Intra-Speaker Variability in Diarization with Style-Controllable Speech Augmentation
por: Kim, Miseul, et al.
Publicado: (2025)