相比而言,GAN在并行波形生成方面有一定的优势,虽然目前GAN主要应用于图像领域,但在音频生成方面表现平平,除了WaveGAN和GANSynth等。 DeepMind发现,GAN尚未大规模应用于非可视领域。24kHz1处的两秒钟音频维度为48000,可与128128分辨率下的RGB图像媲美!所以DeepMind决定要探索一下使用GAN生成原始波形的过程,然后GAN-TTS诞生了...
本文提出了GAN-TTS,一种基于GAN的TTS,作者提出了一种适用于序列的判别器,其中包含conditional和unconditional discriminator,其中conditional discriminator将text作为输入,因此可以判断生成的语音和text是否匹配。 评价阶段作者不仅使用了主观的MOS,还提出使用image synthesis中常用的frechet incept ion distance (FID)和kernel ...
TTS-GAN first commit Jan 25, 2022 JumpingGAN_Train.py TTS-GAN first commit Jan 25, 2022 LICENSE Initial commit Dec 19, 2021 LoadRealRunningJumping.py add dataloader Jan 25, 2022 LoadSyntheticRunningJumping.py Update LoadSyntheticRunningJumping.py ...
GAN-TTS阅读笔记 CongratulationS rongjiehuang.github.io1 人赞同了该文章 一、 文章贡献 1. 提出了GAN-TTS,使用多个随机窗口判别器评价生成波形,同时以声学特征作为条件输入。 2. 提出了基于FID,KID的距离分布评价指标。 3. 进行了ablations study,验证了GAN-TTS的有效性 二、 背景介绍 1. 语音合成 自回归声...
To tackle these problems, we introduce TTS-GAN, a transformer-based GAN which can successfully generate realistic synthetic time-series data sequences of arbitrary length, similar to the real ones. Both the generator and discriminator networks of the GAN model are built using a pure transformer ...
The TTS-GAN Architecture The TTS-GAN model architecture is shown in the upper figure. It contains two main parts, a generator, and a discriminator. Both of them are built based on the transformer encoder architecture. An encoder is a composition of two compound blocks. A multi-head self-att...
Fish Speech 是一个开源的文本转语音(TTS)解决方案,基于 VQ-GAN、Llama 和 VITS 技术开发。它提供多语言支持,包括中文、日语和英语,能够生成高质量的语音合成。这个工具特别适合游戏配音等场景,允许用户自定义和训练专属的语音模型。 Fish Speech Fish Speech 是一个开源的文本转语音(TTS)解决方案,基于 VQ-GAN、Ll...
tts.models import HifiGanModel model = HifiGanModel.from_pretrained(model_name="tts_hifigan") # Generate audio import soundfile as sf parsed = spec_generator.parse("You can type your sentence here to get nemo to produce speech.") spectrogram = spec_generator.generate_spectrogram(tokens=parsed...
GAN-TTS is capable of generating high-fidelity speech with naturalness comparable to state-of-the-art models, and unlike autoregressive models.
PyTorch实现的GAN文本语音合成(TTS)和语音转换(VC) 点赞(0) 踩踩(0) 反馈 所需:9 积分 电信网络下载 metadata-extractor 2025-02-25 13:14:27 积分:1 caesium-image-compressor 2025-02-25 13:13:55 积分:1 mem0 2025-02-25 13:11:04 积分:1 ...