UnivNet: A Neural Vocoder with Multi-Resolution Spectrogram Discriminators for High-Fidelity Waveform Generation · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2106.07889/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTUnivNet: A Neural Vocoder with Multi-Resolution Spectrogram Discriminators for High-Fidelity Waveform Generation — mentioned by rhdunnhttps://news.ycombinator.com/item?id=46644970urn:hackerpapers:mention:2106.07889:46644970Fri, 16 Jan 2026 10:21:13 GMT<p>Using neural nets (machine learning) to train TTS voices has been around a long time. [1] (2016 https://arxiv.org/abs/1609.03499) WaveNet: A Generative Model for Raw Audio [2] (2017 https://arxiv.org/abs/1711.10433) Parallel WaveNet: Fast High-Fidelity Speech Synthesis [3] (2021 https://arxiv.org/abs/2106.07889) UnivNet: A Neural Vocoder with Multi-Resolution Spectrogram Discriminators for High-Fidelity Waveform Generation [4] (2022 https://arxiv.org/abs/2203.14941) Neural Vocoder is All You Need for Speech Super-resolution</p><p><a href="https://hackerpaper.kaipfister.de/p/2106.07889/">Paper and discussion history</a>. A mention is not an endorsement.</p>eess.AS