Speech enhancement deep-learning architecture for efficient edge processing
Fuente:
arXiv
Saved in:
| Main Authors: | Pal, Monisankha, Ramanathan, Arvind, Wada, Ted, Pandey, Ashutosh |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement
by: Pandey, Ashutosh, et al.
Published: (2024)
by: Pandey, Ashutosh, et al.
Published: (2024)
ArrayDPS-Refine: Generative Refinement of Discriminative Multi-Channel Speech Enhancement
by: Xu, Zhongweiyang, et al.
Published: (2026)
by: Xu, Zhongweiyang, et al.
Published: (2026)
Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement
by: Cheng, Longbiao, et al.
Published: (2024)
by: Cheng, Longbiao, et al.
Published: (2024)
Spatial-Magnifier: Spatial upsampling for multichannel speech enhancement
by: Lee, Dongheon, et al.
Published: (2026)
by: Lee, Dongheon, et al.
Published: (2026)
All Neural Low-latency Directional Speech Extraction
by: Pandey, Ashutosh, et al.
Published: (2024)
by: Pandey, Ashutosh, et al.
Published: (2024)
Unified Diffusion Refinement for Multi-Channel Speech Enhancement and Separation
by: Xu, Zhongweiyang, et al.
Published: (2026)
by: Xu, Zhongweiyang, et al.
Published: (2026)
On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement
by: Hsieh, Tsun-An, et al.
Published: (2024)
by: Hsieh, Tsun-An, et al.
Published: (2024)
Improving Resource-Efficient Speech Enhancement via Neural Differentiable DSP Vocoder Refinement
by: Guimarães, Heitor R., et al.
Published: (2025)
by: Guimarães, Heitor R., et al.
Published: (2025)
Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR
by: Yang, Yufeng, et al.
Published: (2024)
by: Yang, Yufeng, et al.
Published: (2024)
Speech-preserving active noise control: a deep learning approach in reverberant environments
by: Dai, Shuning
Published: (2026)
by: Dai, Shuning
Published: (2026)
Real-time multichannel deep speech enhancement in hearing aids: Comparing monaural and binaural processing in complex acoustic scenarios
by: Westhausen, Nils L., et al.
Published: (2024)
by: Westhausen, Nils L., et al.
Published: (2024)
Towards scalable efficient on-device ASR with transfer learning
by: Pandey, Laxmi, et al.
Published: (2024)
by: Pandey, Laxmi, et al.
Published: (2024)
DBMIF: a deep balanced multimodal iterative fusion framework for air- and bone-conduction speech enhancement
by: Wu, Yilei, et al.
Published: (2026)
by: Wu, Yilei, et al.
Published: (2026)
AudioRepInceptionNeXt: A lightweight single-stream architecture for efficient audio recognition
by: Lau, Kin Wai, et al.
Published: (2024)
by: Lau, Kin Wai, et al.
Published: (2024)
AEROMamba: An efficient architecture for audio super-resolution using generative adversarial networks and state space models
by: Abreu, Wallace, et al.
Published: (2024)
by: Abreu, Wallace, et al.
Published: (2024)
Unsupervised speech enhancement with spectral kurtosis and double deep priors
by: Ohnaka, Hien, et al.
Published: (2024)
by: Ohnaka, Hien, et al.
Published: (2024)
FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses
by: Xu, Zhongweiyang, et al.
Published: (2024)
by: Xu, Zhongweiyang, et al.
Published: (2024)
Explaining deep learning models for spoofing and deepfake detection with SHapley Additive exPlanations
by: Ge, Wanying, et al.
Published: (2021)
by: Ge, Wanying, et al.
Published: (2021)
LL-SDR: Low-Latency Speech enhancement through Discrete Representations
by: Li, Jingyi, et al.
Published: (2026)
by: Li, Jingyi, et al.
Published: (2026)
Streaming Speech-to-Confusion Network Speech Recognition
by: Filimonov, Denis, et al.
Published: (2023)
by: Filimonov, Denis, et al.
Published: (2023)
Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement
by: Cheng, Longbiao, et al.
Published: (2024)
by: Cheng, Longbiao, et al.
Published: (2024)
Throat and acoustic paired speech dataset for deep learning-based speech enhancement
by: Kim, Yunsik, et al.
Published: (2025)
by: Kim, Yunsik, et al.
Published: (2025)
Textless Streaming Speech-to-Speech Translation using Semantic Speech Tokens
by: Zhao, Jinzheng, et al.
Published: (2024)
by: Zhao, Jinzheng, et al.
Published: (2024)
AS-Speech: Adaptive Style For Speech Synthesis
by: Li, Zhipeng, et al.
Published: (2024)
by: Li, Zhipeng, et al.
Published: (2024)
A Semi-spontaneous Dutch Speech Dataset for Speech Enhancement and Speech Recognition
by: de Groot, Dimme, et al.
Published: (2026)
by: de Groot, Dimme, et al.
Published: (2026)
Speech Quality-Based Localization of Low-Quality Speech and Text-to-Speech Synthesis Artefacts
by: Kuhlmann, Michael, et al.
Published: (2026)
by: Kuhlmann, Michael, et al.
Published: (2026)
Influence of Clean Speech Characteristics on Speech Enhancement Performance
by: Hou, Mingchi, et al.
Published: (2025)
by: Hou, Mingchi, et al.
Published: (2025)
Aligning Speech to Languages to Enhance Code-switching Speech Recognition
by: Liu, Hexin, et al.
Published: (2024)
by: Liu, Hexin, et al.
Published: (2024)
Fairness of Automatic Speech Recognition in Cleft Lip and Palate Speech
by: Bhattacharjee, Susmita, et al.
Published: (2025)
by: Bhattacharjee, Susmita, et al.
Published: (2025)
Assessing the Impact of Noise and Speech Enhancement on the Intelligibility of Speech Codecs
by: Behringer, Lyonel, et al.
Published: (2026)
by: Behringer, Lyonel, et al.
Published: (2026)
FlexSpeech: Towards Stable, Controllable and Expressive Text-to-Speech
by: Ma, Linhan, et al.
Published: (2025)
by: Ma, Linhan, et al.
Published: (2025)
Speech Quality Embeddings for Improved Detection and Classification of Degradations in Speech Signals
by: Kuhlmann, Michael, et al.
Published: (2026)
by: Kuhlmann, Michael, et al.
Published: (2026)
Speaker Attributed Automatic Speech Recognition Using Speech Aware LLMS
by: Aronowitz, Hagai, et al.
Published: (2026)
by: Aronowitz, Hagai, et al.
Published: (2026)
ASR for Affective Speech: Investigating Impact of Emotion and Speech Generative Strategy
by: Wu, Ya-Tse, et al.
Published: (2026)
by: Wu, Ya-Tse, et al.
Published: (2026)
Speech-Omni-Lite: Portable Speech Interfaces for Vision-Language Models
by: Tao, Dehua, et al.
Published: (2026)
by: Tao, Dehua, et al.
Published: (2026)
Loss functions incorporating auditory spatial perception in deep learning -- a review
by: Rafaely, Boaz, et al.
Published: (2025)
by: Rafaely, Boaz, et al.
Published: (2025)
Comprehensive Audio Query Handling System with Integrated Expert Models and Contextual Understanding
by: Naveen, Vakada, et al.
Published: (2024)
by: Naveen, Vakada, et al.
Published: (2024)
Monaural speech enhancement on drone via Adapter based transfer learning
by: Chen, Xingyu, et al.
Published: (2024)
by: Chen, Xingyu, et al.
Published: (2024)
Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis
by: Yang, Yifan, et al.
Published: (2024)
by: Yang, Yifan, et al.
Published: (2024)
On Speech Pre-emphasis as a Simple and Inexpensive Method to Boost Speech Enhancement
by: López-Espejo, Iván, et al.
Published: (2024)
by: López-Espejo, Iván, et al.
Published: (2024)
Similar Items
-
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement
by: Pandey, Ashutosh, et al.
Published: (2024) -
ArrayDPS-Refine: Generative Refinement of Discriminative Multi-Channel Speech Enhancement
by: Xu, Zhongweiyang, et al.
Published: (2026) -
Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement
by: Cheng, Longbiao, et al.
Published: (2024) -
Spatial-Magnifier: Spatial upsampling for multichannel speech enhancement
by: Lee, Dongheon, et al.
Published: (2026) -
All Neural Low-latency Directional Speech Extraction
by: Pandey, Ashutosh, et al.
Published: (2024)