--- title: "ParallelWaveGAN alternatives" type: "alternatives" slug: "kan-bayashi-parallelwavegan" canonical_url: "https://www.graphcanon.com/tools/kan-bayashi-parallelwavegan/alternatives" of: "kan-bayashi-parallelwavegan" count: 24 --- # ParallelWaveGAN alternatives *GraphCanon updated Jul 11, 2026* Open-source alternatives to [ParallelWaveGAN](/tools/kan-bayashi-parallelwavegan.md) in Speech & Audio. ## In short Top alternatives to ParallelWaveGAN are audio-webui and ChatTTS, ranked by typed graph edges - speech-audio. [ParallelWaveGAN](https://kan-bayashi.github.io/ParallelWaveGAN/) has 1.6k GitHub stars and 43 open issues, last pushed Apr 22, 2024 per [its repository](https://github.com/kan-bayashi/ParallelWaveGAN). The top typed alternative, [audio-webui](https://github.com/gitmylo/audio-webui), shows 1.2k stars and 113 forks, last pushed May 19, 2025. ## Same categories - [audio-webui](/tools/gitmylo-audio-webui.md) - A webui for different audio related Neural Networks (★ 1,242) [Dormant] - [ChatTTS](/tools/2noise-chattts.md) - A generative speech model for daily dialogue (★ 39,593) [Slowing] - [CosyVoice](/tools/funaudiollm-cosyvoice.md) - Multi-lingual large voice generation model with full-stack abilities for inference, training and deployment. (★ 22,089) [Steady] - [Dot](/tools/alexpinel-dot.md) - Text-To-Speech, RAG, and LLMs. All local! (★ 1,909) [Dormant] - [lmms-eval](/tools/evolvinglmms-lab-lmms-eval.md) - One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks (★ 4,298) [Very active] - [whisper.cpp](/tools/ggml-org-whisper-cpp.md) - Port of OpenAI's Whisper model in C/C++ for speech-to-text inference (★ 51,715) [Very active] - [AI-Infra-from-Zero-to-Hero](/tools/huaizhengzhang-ai-infra-from-zero-to-hero.md) - 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys (★ 4,176) [Slowing] - [aikit](/tools/kaito-project-aikit.md) - Fine-tune, build, and deploy open-source LLMs easily! (★ 533) [Very active] - [Awesome-Diffusion-Models](/tools/diff-usion-awesome-diffusion-models.md) - A collection of resources and papers on Diffusion Models (★ 12,353) [Dormant] - [awesome-generative-ai](/tools/steven2358-awesome-generative-ai.md) - A curated list of modern Generative Artificial Intelligence projects and services (★ 12,279) [Active] - [awesome-generative-ai](/tools/filipecalegario-awesome-generative-ai.md) - A curated list of Generative AI tools, works, models, and references (★ 3,499) [Slowing] - [awesome-generative-ai-guide](/tools/aishwaryanr-awesome-generative-ai-guide.md) - A curated list for generative AI research and learning resources (★ 28,211) [Active] - [awesome-gpt](/tools/formulahendry-awesome-gpt.md) - Curated list of GPT and related resources (★ 1,044) [Dormant] - [Awesome-LLM-Compression](/tools/huangowen-awesome-llm-compression.md) - Awesome LLM compression research papers and tools to accelerate LLM training and inference. (★ 1,848) [Active] - [awesome-LLM-resources](/tools/wangrongsheng-awesome-llm-resources.md) - Summary of the world's best LLM resources. (★ 8,668) [Very active] - [DeepLearningExamples](/tools/nvidia-deeplearningexamples.md) - State-of-the-Art Deep Learning scripts for various applications (★ 14,830) [Dormant] - [FastDatasets](/tools/zhulinsen-fastdatasets.md) - A powerful tool for creating high-quality training datasets for Large Language Models (LLMs) (★ 219) [Slowing] - [femtoGPT](/tools/keyvank-femtogpt.md) - Pure Rust implementation of a minimal Generative Pretrained Transformer (★ 934) [Slowing] - [GenerativeAIExamples](/tools/nvidia-generativeaiexamples.md) - Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture. (★ 4,110) [Steady] - [GPTRouter](/tools/writesonic-gptrouter.md) - Smoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability. (★ 454) [Dormant] - [langstream](/tools/rogeriochaves-langstream.md) - Build robust LLM applications with true composability (★ 417) [Dormant] - [litgpt](/tools/lightning-ai-litgpt.md) - High-performance LLMs with recipes for pretraining, finetuning and deployment (★ 13,473) [Very active] _[Freemium]_ - [llmfit](/tools/alexsjones-llmfit.md) - Hundreds of models & providers. One command to find what runs on your hardware. (★ 29,280) [Very active] - [modelz-llm](/tools/tensorchord-modelz-llm.md) - OpenAI compatible API for LLMs and embeddings (LLaMA, Vicuna, ChatGLM and many others) (★ 276) [Dormant] ## Head-to-head comparisons - [ParallelWaveGAN vs audio-webui](/compare/gitmylo-audio-webui-vs-kan-bayashi-parallelwavegan.md) - [ParallelWaveGAN vs ChatTTS](/compare/2noise-chattts-vs-kan-bayashi-parallelwavegan.md) - [ParallelWaveGAN vs CosyVoice](/compare/funaudiollm-cosyvoice-vs-kan-bayashi-parallelwavegan.md) - [ParallelWaveGAN vs Dot](/compare/alexpinel-dot-vs-kan-bayashi-parallelwavegan.md) - [ParallelWaveGAN vs lmms-eval](/compare/evolvinglmms-lab-lmms-eval-vs-kan-bayashi-parallelwavegan.md) - [ParallelWaveGAN vs whisper.cpp](/compare/ggml-org-whisper-cpp-vs-kan-bayashi-parallelwavegan.md) - [ParallelWaveGAN vs AI-Infra-from-Zero-to-Hero](/compare/huaizhengzhang-ai-infra-from-zero-to-hero-vs-kan-bayashi-parallelwavegan.md) - [ParallelWaveGAN vs aikit](/compare/kaito-project-aikit-vs-kan-bayashi-parallelwavegan.md) ## When NOT to use ParallelWaveGAN - Last GitHub push was 811 days ago (dormant maintenance, Apr 22, 2024). Validate activity before betting a new project on ParallelWaveGAN. ## Related alternatives hubs - [LangChain alternatives](/tools/langchain-ai-langchain/alternatives.md) - [LlamaIndex alternatives](/tools/run-llama-llama-index/alternatives.md) - [Qdrant alternatives](/tools/qdrant-qdrant/alternatives.md) ## Common questions ### What are the best alternatives to ParallelWaveGAN? Graph-backed alternatives to ParallelWaveGAN include audio-webui, ChatTTS, CosyVoice, Dot, lmms-eval. GraphCanon ranks them by typed relationship edges and constraint overlap from decision_facts - not marketing votes or raw star sort. ### How does GraphCanon rank ParallelWaveGAN alternatives? Direct alternative and successor edges from the knowledge graph come first, ordered by edge type and shared constraint facets (persona, runtime, hosting). Category neighbours fill the list only after curated edges. Stars are shown for context, not as the primary sort. ### When should I avoid ParallelWaveGAN? Last GitHub push was 811 days ago (dormant maintenance, Apr 22, 2024). Validate activity before betting a new project on ParallelWaveGAN. ### Is ParallelWaveGAN open source? Yes. ParallelWaveGAN is an open-source project on GitHub under the MIT license, with 1,644 stars. ### What is ParallelWaveGAN used for? Repository containing implementations of various neural vocoders such as MelGAN, Multi-band MelGAN, HiFi-GAN, and StyleMelGAN using PyTorch. ### What category is ParallelWaveGAN in? ParallelWaveGAN is categorized under Speech & Audio in the GraphCanon knowledge graph. ### How do ParallelWaveGAN alternatives compare head-to-head? Each alternative has a neutral compare page against ParallelWaveGAN, for example [audio-webui vs ParallelWaveGAN](/compare/gitmylo-audio-webui-vs-kan-bayashi-parallelwavegan), [ChatTTS vs ParallelWaveGAN](/compare/2noise-chattts-vs-kan-bayashi-parallelwavegan), [CosyVoice vs ParallelWaveGAN](/compare/funaudiollm-cosyvoice-vs-kan-bayashi-parallelwavegan). Stats come from live GitHub metadata. ### Is there a machine-readable alternatives list? Yes. The markdown twin at [ParallelWaveGAN alternatives](/tools/kan-bayashi-parallelwavegan/alternatives.md) lists direct alternatives and same-category tools with internal links to each tool markdown page. ### Where are other high-intent alternatives hubs? Related P0 OSS-vs-OSS hubs: [LangChain alternatives](/tools/langchain-ai-langchain/alternatives), [LlamaIndex alternatives](/tools/run-llama-llama-index/alternatives), [Qdrant alternatives](/tools/qdrant-qdrant/alternatives). Vector-database intent (including Pinecone-style queries) is covered at [Qdrant alternatives](/tools/qdrant-qdrant/alternatives). ### Where can I see maintenance and security signals for ParallelWaveGAN? GraphCanon publishes a sourced trust report for ParallelWaveGAN at [ParallelWaveGAN trust report](/tools/kan-bayashi-parallelwavegan/trust) - maintenance posture, fork provenance, and dependency/MCP scan status with methodology tags. Not a safety grade. --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kan-bayashi-parallelwavegan`](/api/graphcanon/graph?tool=kan-bayashi-parallelwavegan) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_