yl4579/HiFTNet

HiFTNet: A Fast High-Quality Neural Vocoder with Harmonic-plus-Noise Filter and Inverse Short Time Fourier Transform

PythonJupyter Notebooktext-to-speechdeep-learningttsspeech-synthesisvocodervocoders
This is stars and forks stats for /yl4579/HiFTNet repository. As of 08 May, 2024 this repository has 74 stars and 10 forks.

HiFTNet: A Fast High-Quality Neural Vocoder with Harmonic-plus-Noise Filter and Inverse Short Time Fourier Transform Yinghao Aaron Li, Cong Han, Xilin Jiang, Nima Mesgarani Recent advancements in speech synthesis have leveraged GAN-based networks like HiFi-GAN and BigVGAN to produce high-fidelity waveforms from mel-spectrograms. However, these networks are computationally expensive and parameter-heavy. iSTFTNet addresses these limitations by integrating inverse short-time Fourier transform (iSTFT)...
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