是的，Swin Transformer 可以用于语音合成和识别。 Swin Transformer 是 Transformer 架构的变体，旨在更有...
Then, the Swin-Transformer is employed to capture hierarchical multi-scale features, where a window attention is designed to grasp dynamic time鈥揻requency features. Furthermore, to enhance the extraction of contextual information from the spectrogram, a frame-level shifted wi...
3D Swin Transformer ECoG decoder Swin Transformer24 employs the window and shift window methods to enable self-attention of small patches within each window. This reduces the computational complexity and introduces the inductive bias of locality. Because our ECoG input data have three dimensions, we ...
Speech emotion recognition (SER) has gained an increased interest during the last decades as part of enriched affective computing. As a consequence, a variety of engineering approaches have been developed addressing the challenge of the SER problem, exploiting different features, learning algorithms, an...
HuBERT 是一个自监督模型,它通过对模型的中间表示应用 k-means 聚类来为掩蔽的音频片段预测离散标签进行学习。它结合了 1-D 卷积层和一个 Transformer编码器,将语音编码为连续的中间表示,然后使用 k-means 模型将这些表示转换为一系列聚类索引的序列。随后,相邻的重复索引被移除,得到表示为 ...
FA-GAN improves the extraction of local and global visual information from videos by introducing the Swin Transformer, which captures subtle variations in lip movements more accurately. Additionally, the hierarchical iterative generator is utilized to optimize the speech generation process, enabling the ...
提出HIFI-gan方法来提高采样和高保真度的语音合成。语音信号由很多不同周期的正弦信号组成,对于音频周期模式进行建模对于提高音频质量至关重要。其次生成样本的速度是其他同类算法的13.4倍,并且质量还很高。 前言 主流的语音合成大部分分为两个阶段:1)预测低分辨率的中间表示,例如梅尔声谱图或语言特征,从中间表示合成原始...
Phi-2 is a transformer language model trained by Microsoft with exceptionally strong performance for its small size of 2.7 billion parameters. It was previously available as a custom code model, but has now been fully integrated into transformers. ...
speech enhancement; frame-level Swin Transformer; shifted window mechanism; low complexity1. Introduction Speech enhancement (SE) is a technology for recovering clean speech signals from noisy backgrounds [1], which covers a wide range of applications, including voice calls, teleconferencing, hearing ...
Swin TransformerFP16✅4.2.0 Swin Transformer LargeFP16✅4.2.0 VGG11FP16✅4.2.0 VGG16FP16✅✅4.2.0 INT8✅4.2.0 Wide ResNet50FP16✅✅4.2.0 INT8✅✅4.2.0 Wide ResNet101FP16✅4.2.0 Object Detection ModelPrec.IGIEIxRTIXUCA SDK ...