Abstract: The traditional vocoders have the advantages of high synthesis efficiency, strong interpretability, and speech editability, while the neural vocoders have the advantage of high synthesis ...
A good audio codec for live applications such as telecommunication is characterized by three key properties: (1) compression, i.e. the bitrate that is required to transmit the signal should be as low ...
The term “differentiable digital signal processing” describes a family of techniques in which loss function gradients are backpropagated through digital signal processors, facilitating their ...
Abstract: This paper presents a refinement framework of WaveNet vocoders for variational autoencoder (VAE) based voice conversion (VC), which reduces the quality distortion caused by the mismatch ...
A deepfake is content or material that is synthetically generated or manipulated using artificial intelligence (AI) methods, to be passed off as real and can include audio, video, image, and text ...
Neural network based end-to-end text to speech (TTS) has significantly improved the quality of synthesized speech. Prominent methods (e.g., Tacotron 2) usually first generate mel-spectrogram from text ...
Tacotron2 모델과 Wavenet Vocoder를 결합하여 한국어 TTS구현하는 project입니다. Tacotron2 모델을 Multi-Speaker모델로 확장했습니다. Tacotron2 모델로 한국어 TTS를 만드는 것이 목표입니다. Rayhane-mamah의 구현은 ...
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