Spectral or spatial? Leveraging both for speaker extraction in challenging data conditions
Fuente:
arXiv
Saved in:
| Main Authors: | Eisenberg, Aviad, Gannot, Sharon, Chazan, Shlomo E. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Binaural Target Speaker Extraction using Individualized HRTF
by: Ellinson, Yoav, et al.
Published: (2025)
by: Ellinson, Yoav, et al.
Published: (2025)
Transient Noise Removal via Diffusion-based Speech Inpainting
by: Moradi, Mordehay, et al.
Published: (2025)
by: Moradi, Mordehay, et al.
Published: (2025)
HRTF-guided Binaural Target Speaker Extraction with Real-World Validation
by: Ellinson, Yoav, et al.
Published: (2026)
by: Ellinson, Yoav, et al.
Published: (2026)
Hierarchical speaker representation for target speaker extraction
by: He, Shulin, et al.
Published: (2022)
by: He, Shulin, et al.
Published: (2022)
GDiffuSE: Diffusion-based speech enhancement with noise model guidance
by: Yanir, Efrayim, et al.
Published: (2025)
by: Yanir, Efrayim, et al.
Published: (2025)
Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments
by: Opochinsky, Renana, et al.
Published: (2024)
by: Opochinsky, Renana, et al.
Published: (2024)
Improving curriculum learning for target speaker extraction with synthetic speakers
by: Liu, Yun, et al.
Published: (2024)
by: Liu, Yun, et al.
Published: (2024)
SingIt! Singer Voice Transformation
by: Eliav, Amit, et al.
Published: (2024)
by: Eliav, Amit, et al.
Published: (2024)
The importance of spatial and spectral information in multiple speaker tracking
by: Beit-On, Hanan, et al.
Published: (2024)
by: Beit-On, Hanan, et al.
Published: (2024)
LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading
by: Yemini, Yochai, et al.
Published: (2023)
by: Yemini, Yochai, et al.
Published: (2023)
Unsupervised Acoustic Scene Mapping Based on Acoustic Features and Dimensionality Reduction
by: Cohen, Idan, et al.
Published: (2023)
by: Cohen, Idan, et al.
Published: (2023)
Multi-Microphone and Multi-Modal Emotion Recognition in Reverberant Environment
by: Cohen, Ohad, et al.
Published: (2024)
by: Cohen, Ohad, et al.
Published: (2024)
Text adaptation for speaker verification with speaker-text factorized embeddings
by: Yang, Yexin, et al.
Published: (2025)
by: Yang, Yexin, et al.
Published: (2025)
An audio-quality-based multi-strategy approach for target speaker extraction in the MISP 2023 Challenge
by: Han, Runduo, et al.
Published: (2024)
by: Han, Runduo, et al.
Published: (2024)
End-to-End Multi-Microphone Speaker Extraction Using Relative Transfer Functions
by: Eisenberg, Aviad, et al.
Published: (2025)
by: Eisenberg, Aviad, et al.
Published: (2025)
Comparison of Frequency-Fusion Mechanisms for Binaural Direction-of-Arrival Estimation for Multiple Speakers
by: Fejgin, Daniel, et al.
Published: (2024)
by: Fejgin, Daniel, et al.
Published: (2024)
X-CrossNet: A complex spectral mapping approach to target speaker extraction with cross attention speaker embedding fusion
by: Sun, Chang, et al.
Published: (2024)
by: Sun, Chang, et al.
Published: (2024)
Visual-based spatial audio generation system for multi-speaker environments
by: Liu, Xiaojing, et al.
Published: (2025)
by: Liu, Xiaojing, et al.
Published: (2025)
Source -Free Domain Adaptation for Speaker Verification in Data-Scarce Languages and Noisy Channels
by: Elia, Shlomo Salo, et al.
Published: (2024)
by: Elia, Shlomo Salo, et al.
Published: (2024)
DiffusionRIR: Room Impulse Response Interpolation using Diffusion Models
by: Della Torre, Sagi, et al.
Published: (2025)
by: Della Torre, Sagi, et al.
Published: (2025)
Exploring synthetic data for cross-speaker style transfer in style representation based TTS
by: Ueda, Lucas H., et al.
Published: (2024)
by: Ueda, Lucas H., et al.
Published: (2024)
How phonemes contribute to deep speaker models?
by: Li, Pengqi, et al.
Published: (2024)
by: Li, Pengqi, et al.
Published: (2024)
Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes
by: Glazer, Neta, et al.
Published: (2025)
by: Glazer, Neta, et al.
Published: (2025)
End-to-end multi-channel speaker extraction and binaural speech synthesis
by: Chi, Cheng, et al.
Published: (2024)
by: Chi, Cheng, et al.
Published: (2024)
On the influence of language similarity in non-target speaker verification trials
by: Reuter, Paul M., et al.
Published: (2025)
by: Reuter, Paul M., et al.
Published: (2025)
Audio-visual child-adult speaker classification in dyadic interactions
by: Xu, Anfeng, et al.
Published: (2023)
by: Xu, Anfeng, et al.
Published: (2023)
Spoken language change detection inspired by speaker change detection
by: Mishra, Jagabandhu, et al.
Published: (2023)
by: Mishra, Jagabandhu, et al.
Published: (2023)
SSNAPS: Audio-Visual Separation of Speech and Background Noise with Diffusion Inverse Sampling
by: Yemini, Yochai, et al.
Published: (2026)
by: Yemini, Yochai, et al.
Published: (2026)
RevRIR: Joint Reverberant Speech and Room Impulse Response Embedding using Contrastive Learning with Application to Room Shape Classification
by: Bitterman, Jacob, et al.
Published: (2024)
by: Bitterman, Jacob, et al.
Published: (2024)
Why disentanglement-based speaker anonymization systems fail at preserving emotions?
by: Gaznepoglu, Ünal Ege, et al.
Published: (2025)
by: Gaznepoglu, Ünal Ege, et al.
Published: (2025)
Speaker-agnostic Emotion Vector for Cross-speaker Emotion Intensity Control
by: Murata, Masato, et al.
Published: (2025)
by: Murata, Masato, et al.
Published: (2025)
Gradient weighting for speaker verification in extremely low Signal-to-Noise Ratio
by: Ma, Yi, et al.
Published: (2024)
by: Ma, Yi, et al.
Published: (2024)
HeightCeleb - an enrichment of VoxCeleb dataset with speaker height information
by: Kacprzak, Stanisław, et al.
Published: (2024)
by: Kacprzak, Stanisław, et al.
Published: (2024)
Improving fairness in speaker verification via Group-adapted Fusion Network
by: Shen, Hua, et al.
Published: (2022)
by: Shen, Hua, et al.
Published: (2022)
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement
by: Ren, Wenze, et al.
Published: (2024)
by: Ren, Wenze, et al.
Published: (2024)
A framework of text-dependent speaker verification for chinese numerical string corpus
by: Zheng, Litong, et al.
Published: (2024)
by: Zheng, Litong, et al.
Published: (2024)
EEND-M2F: Masked-attention mask transformers for speaker diarization
by: Härkönen, Marc, et al.
Published: (2024)
by: Härkönen, Marc, et al.
Published: (2024)
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models
by: Karchkhadze, Tornike, et al.
Published: (2024)
by: Karchkhadze, Tornike, et al.
Published: (2024)
Thinking in cocktail party: Chain-of-Thought and reinforcement learning for target speaker automatic speech recognition
by: Zhang, Yiru, et al.
Published: (2025)
by: Zhang, Yiru, et al.
Published: (2025)
An Exploration of ECAPA-TDNN and x-vector Speaker Representations in Zero-shot Multi-speaker TTS
by: Kunešová, Marie, et al.
Published: (2025)
by: Kunešová, Marie, et al.
Published: (2025)
Similar Items
-
Binaural Target Speaker Extraction using Individualized HRTF
by: Ellinson, Yoav, et al.
Published: (2025) -
Transient Noise Removal via Diffusion-based Speech Inpainting
by: Moradi, Mordehay, et al.
Published: (2025) -
HRTF-guided Binaural Target Speaker Extraction with Real-World Validation
by: Ellinson, Yoav, et al.
Published: (2026) -
Hierarchical speaker representation for target speaker extraction
by: He, Shulin, et al.
Published: (2022) -
GDiffuSE: Diffusion-based speech enhancement with noise model guidance
by: Yanir, Efrayim, et al.
Published: (2025)