Cover Image

CrossNet: Leveraging Global, Cross-Band, Narrow-Band, and Positional Encoding for Single- and Multi-Channel Speaker Separation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kalkhorani, Vahid Ahmadi, Wang, DeLiang
Format:	Preprint
Published:	2024
Subjects:	Sound Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AV-CrossNet: an Audiovisual Complex Spectral Mapping Network for Speech Separation By Leveraging Narrow- and Cross-Band Modeling
by: Kalkhorani, Vahid Ahmadi, et al.
Published: (2024)

Elevating Robust Multi-Talker ASR by Decoupling Speaker Separation and Speech Recognition
by: Yang, Yufeng, et al.
Published: (2025)

LMFCA-Net: A Lightweight Model for Multi-Channel Speech Enhancement with Efficient Narrow-Band and Cross-Band Attention
by: Zhang, Yaokai, et al.
Published: (2025)

Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR
by: Yang, Yufeng, et al.
Published: (2024)

Combined Generative and Predictive Modeling for Speech Super-resolution
by: Wang, Heming, 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)

FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement
by: Hao, Xiang, et al.
Published: (2020)

Moises-Light: Resource-efficient Band-split U-Net For Music Source Separation
by: Yun-Ning, et al.
Published: (2025)

Unsupervised Single-Channel Speech Separation with a Diffusion Prior under Speaker-Embedding Guidance
by: Shi, Runwu, et al.
Published: (2025)

A Two-Stage Band-Split Mamba-2 Network For Music Separation
by: Bai, Jinglin, et al.
Published: (2024)

Cross-Talk Speech Reduction, by Separation, for Separation
by: Wang, Zhong-Qiu, et al.
Published: (2026)

Speaker Distance Estimation in Enclosures from Single-Channel Audio
by: Neri, Michael, et al.
Published: (2024)

Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments
by: Opochinsky, Renana, et al.
Published: (2024)

TF-CorrNet: Leveraging Spatial Correlation for Continuous Speech Separation
by: Shin, Ui-Hyeop, et al.
Published: (2025)

Unsupervised Single-Channel Audio Separation with Diffusion Source Priors
by: Shi, Runwu, et al.
Published: (2025)

Cross-Speaker Encoding Network for Multi-Talker Speech Recognition
by: Kang, Jiawen, et al.
Published: (2024)

An Investigation of Reprogramming for Cross-Language Adaptation in Speaker Verification Systems
by: Li, Jingyu, et al.
Published: (2024)

LASE: Language-Adversarial Speaker Encoding for Indic Cross-Script Identity Preservation
by: Menta, Venkata Pushpak Teja
Published: (2026)

NoiseBandNet: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks
by: Barahona-Ríos, Adrián, et al.
Published: (2023)

CycleFlow: Leveraging Cycle Consistency in Flow Matching for Speaker Style Adaptation
by: Liang, Ziqi, et al.
Published: (2025)

PhiNet: Speaker Verification with Phonetic Interpretability
by: Ma, Yi, et al.
Published: (2026)

Speaker-agnostic Emotion Vector for Cross-speaker Emotion Intensity Control
by: Murata, Masato, et al.
Published: (2025)

Multi-Level Speaker Representation for Target Speaker Extraction
by: Zhang, Ke, et al.
Published: (2024)

Self-Supervised Learning of Spatial Acoustic Representation with Cross-Channel Signal Reconstruction and Multi-Channel Conformer
by: Yang, Bing, et al.
Published: (2023)

Serialized Speech Information Guidance with Overlapped Encoding Separation for Multi-Speaker Automatic Speech Recognition
by: Shi, Hao, et al.
Published: (2024)

Moving Speaker Separation via Parallel Spectral-Spatial Processing
by: Wang, Yuzhu, et al.
Published: (2026)

Leveraging Self-Supervised Learning for Speaker Diarization
by: Han, Jiangyu, et al.
Published: (2024)

AVFSNet: Audio-Visual Speech Separation for Flexible Number of Speakers with Multi-Scale and Multi-Task Learning
by: Zhang, Daning, et al.
Published: (2025)

FlexIO: Flexible Single- and Multi-Channel Speech Separation and Enhancement
by: Masuyama, Yoshiki, et al.
Published: (2025)

BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement
by: Fan, Cunhang, et al.
Published: (2024)

Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers
by: Wang, Yuzhu, et al.
Published: (2025)

Efficient Area-based and Speaker-Agnostic Source Separation
by: Strauss, Martin, et al.
Published: (2024)

Enhancing Speaker-Independent Dysarthric Speech Severity Classification with DSSCNet and Cross-Corpus Adaptation
by: Roy, Arnab Kumar, et al.
Published: (2025)

Boosting Unknown-number Speaker Separation with Transformer Decoder-based Attractor
by: Lee, Younglo, et al.
Published: (2024)

Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR
by: Wang, Weiqing, et al.
Published: (2025)

AISHELL-5: The First Open-Source In-Car Multi-Channel Multi-Speaker Speech Dataset for Automatic Speech Diarization and Recognition
by: Dai, Yuhang, et al.
Published: (2025)

LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization
by: Jin, Zengrui, et al.
Published: (2024)

A Comparative Study on Positional Encoding for Time-frequency Domain Dual-path Transformer-based Source Separation Models
by: Saijo, Kohei, et al.
Published: (2025)

Spoofing-Aware Speaker Verification Robust Against Domain and Channel Mismatches
by: Zeng, Chang, et al.
Published: (2024)

Pretraining Multi-Speaker Identification for Neural Speaker Diarization
by: Horiguchi, Shota, et al.
Published: (2025)