Imagen de Portada

AmbiDrop: Array-Agnostic Speech Enhancement Using Ambisonics Encoding and Dropout-Based Learning

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Tatarjitzky, Michael, Rafaely, Boaz
Formato:	Preprint
Publicado:	2025
Materias:	Audio and Speech Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Ambisonics Encoding For Arbitrary Microphone Arrays Incorporating Residual Channels For Binaural Reproduction
por: Gayer, Yhonatan, et al.
Publicado: (2024)

HyBeam: Hybrid Microphone-Beamforming Array-Agnostic Speech Enhancement for Wearables
por: Ilan, Yuval Bar, et al.
Publicado: (2025)

Array-Aware Ambisonics and HRTF Encoding for Binaural Reproduction With Wearable Arrays
por: Gayer, Yhonatan, et al.
Publicado: (2025)

DiffAU: Diffusion-Based Ambisonics Upscaling
por: Milstein, Amit, et al.
Publicado: (2025)

Ambisonics Encoder for Wearable Array with Improved Binaural Reproduction
por: Gayer, Yhonatan, et al.
Publicado: (2025)

Ambisonics Networks -- The Effect Of Radial Functions Regularization
por: Shaybet, Bar, et al.
Publicado: (2024)

Ambisonics Binaural Rendering via Masked Magnitude Least Squares
por: Berebi, Or, et al.
Publicado: (2025)

Direction of Arrival Estimation Using Microphone Array Processing for Moving Humanoid Robots
por: Tourbabin, Vladimir, et al.
Publicado: (2024)

Theoretical Framework for the Optimization of Microphone Array Configuration for Humanoid Robot Audition
por: Tourbabin, Vladimir, et al.
Publicado: (2024)

An Efficient Neural Network for Modeling Human Auditory Neurograms for Speech
por: Zohar, Eylon, et al.
Publicado: (2025)

Audio-Visual Speech Enhancement for Spatial Audio - Spatial-VisualVoice and the MAVE Database
por: Yaffe, Danielle, et al.
Publicado: (2025)

Neural Ambisonic Encoding For Multi-Speaker Scenarios Using A Circular Microphone Array
por: Qiao, Yue, et al.
Publicado: (2024)

SpatialNet with Binaural Loss Function for Correcting Binaural Signal Matching Outputs under Head Rotations
por: Shamay, Dor, et al.
Publicado: (2025)

Binaural Signal Matching with Wearable Arrays for Near-Field Sources
por: Goldring, Sapir, et al.
Publicado: (2025)

The role of direct sound spherical harmonics representation in externalization using binaural reproduction
por: Miller, Eran, et al.
Publicado: (2024)

Modal smoothing for analysis of room reflections measured with spherical microphone and loudspeaker arrays
por: Morgenstern, Hai, et al.
Publicado: (2024)

Spatial Reverberation and Dereverberation using an Acoustic Multiple-Input Multiple-Output System
por: Morgenstern, Hai, et al.
Publicado: (2024)

Design and Analysis of Binaural Signal Matching with Arbitrary Microphone Arrays and Listener Head Rotations
por: Madmoni, Lior, et al.
Publicado: (2024)

SRP-PHAT-NET: A Reliability-Driven DNN for Reverberant Speaker Localization
por: Shaybet, Bar, et al.
Publicado: (2025)

Feasibility of iMagLS-BSM -- ILD Informed Binaural Signal Matching with Arbitrary Microphone Arrays
por: Berebi, Or, et al.
Publicado: (2024)

BSM-iMagLS: ILD Informed Binaural Signal Matching for Reproduction with Head-Mounted Microphone Arrays
por: Berebi, Or, et al.
Publicado: (2025)

Design framework for spherical microphone and loudspeaker arrays in a multiple-input multiple-output system
por: Morgenstern, Hai, et al.
Publicado: (2024)

Theory and investigation of acoustic multiple-input multiple-output systems based on spherical arrays in a room
por: Morgenstern, Hai, et al.
Publicado: (2024)

The importance of spatial and spectral information in multiple speaker tracking
por: Beit-On, Hanan, et al.
Publicado: (2024)

Blind Localization of Early Room Reflections with Arbitrary Microphone Array
por: Hadadi, Yogev, et al.
Publicado: (2024)

Performance and Robustness of Signal-Dependent vs. Signal-Independent Binaural Signal Matching with Wearable Microphone Arrays
por: Berger, Ami, et al.
Publicado: (2024)

Binaural Signal Matching with Wearable Arrays for Near-Field Sources and Directional Focus
por: Goldring, Sapir, et al.
Publicado: (2025)

Gen-A: Generalizing Ambisonics Neural Encoding to Unseen Microphone Arrays
por: Heikkinen, Mikko, et al.
Publicado: (2025)

Loss functions incorporating auditory spatial perception in deep learning -- a review
por: Rafaely, Boaz, et al.
Publicado: (2025)

On HRTF Notch Frequency Prediction Using Anthropometric Features and Neural Networks
por: Arbel, Lior, et al.
Publicado: (2024)

Beyond Omnidirectional: Neural Ambisonics Encoding for Arbitrary Microphone Directivity Patterns using Cross-Attention
por: Heikkinen, Mikko, et al.
Publicado: (2026)

Improved direction of arrival estimations with a wearable microphone array for dynamic environments by reliability weighting
por: Mitchell, Daniel A., et al.
Publicado: (2024)

iMagLS: Interaural Level Difference with Magnitude Least-Squares Loss for Optimized First-Order Head-Related Transfer Function
por: Berebi, Or, et al.
Publicado: (2023)

Advances in Microphone Array Processing and Multichannel Speech Enhancement
por: Huang, Gongping, et al.
Publicado: (2025)

Residual Learning for Neural Ambisonics Encoders
por: Deppisch, Thomas, et al.
Publicado: (2026)

AGADIR: Towards Array-Geometry Agnostic Directional Speech Recognition
por: Lin, Ju, et al.
Publicado: (2024)

UniArray: Unified Spectral-Spatial Modeling for Array-Geometry-Agnostic Speech Separation
por: Chen, Weiguang, et al.
Publicado: (2025)

Assessing the Potential Impact of Direction-Dependent HRTF Selection on Sound Localization Accuracy
por: Goldring, Sapir, et al.
Publicado: (2024)

Egonoise Resilient Source Localization and Speech Enhancement for Drones Using a Hybrid Model and Learning-Based Approach
por: Wu, Yihsuan, et al.
Publicado: (2025)

Optimal Real-Weighted Beamforming With Application to Linear and Spherical Arrays
por: Tourbabin, V., et al.
Publicado: (2024)