Search Results for author:
Found 8 papers, 1 papers with code
Combined Generative and Predictive Modeling for Speech Super-resolution
Specifically, we employ a diffusion-based model that is conditioned on the output of a predictive model.
Leveraging Laryngograph Data for Robust Voicing Detection in Speech
Accurately detecting voiced intervals in speech signals is a critical step in pitch tracking and has numerous applications.
uSee: Unified Speech Enhancement and Editing with Conditional Diffusion Models
Speech enhancement aims to improve the quality of speech signals in terms of quality and intelligibility, and speech editing refers to the process of editing the speech according to specific user needs.
Diffusion Conditional Expectation Model for Efficient and Robust Target Speech Extraction
Additionally, we introduce Regenerate-DCEM (R-DCEM) that can regenerate and optimize speech quality based on pre-processed speech from a discriminative model.
Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained Generative Methods for Speech Enhancement in Adverse Conditions
Enhancing speech signal quality in adverse acoustic environments is a persistent challenge in speech processing.
Single-shot ToF sensing with sub-mm precision using conventional CMOS sensors
We present 3D measurements of small (cm-sized) objects with > 2 Mp point cloud resolution (the resolution of our used detector) and up to sub-mm depth precision.
Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
The reconstruction module is used for auxiliary learning to improve the noise robustness of the learned representation and thus is not required during inference.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+8
Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition
In this paper we propose wav2vec-Switch, a method to encode noise robustness into contextualized representations of speech via contrastive learning.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+7
