Fish Speech: Open-Source TTS Tool Offers High-Quality Voice Synthesis with LowResource Requirements
Beijing, China – Fish Audio, a leading developerin the field of artificial intelligence, has released Fish Speech, an open-source text-to-speech (TTS) tool that offers high-quality voice synthesiswith low resource requirements. This innovative tool is designed to be accessible to a wider audience, empowering individuals and businesses to leverage the power of voice synthesis without needing extensivecomputational resources.
Fish Speech boasts a range of features that make it a compelling option for users seeking a versatile and efficient TTS solution:
- High-Quality Voice Synthesis: Trained on a massive dataset of over 150,000 hours of multilingual data, Fish Speech achieves near-human-level voice synthesis quality, offering natural and fluent speech output in Chinese, English, and Japanese.
- Low Resource Requirements: Requiring only 4GB ofGPU memory for inference, Fish Speech significantly lowers the hardware barrier, making it accessible to users with modest computing power.
- Fast Inference Speed: Optimized for efficiency, Fish Speech delivers quick voice synthesis, minimizing waiting time and enhancing user experience.
- Customizability and Flexibility: Fish Speech supports multiple voice generation models, including VITS2, Bert-VITS2, GPT VITS, MQTTS, GPT Fast, and GPT-SoVITS, allowing users to select the model that best suits their needs.
- Voice Cloning Capabilities: Users can upload their own voice recordings or those of others, enabling Fish Speechto learn and imitate the unique characteristics of the voice, creating personalized voice clones. This feature holds immense potential for applications such as personalized voice assistants and audiobook production.
- Ease of Use: Designed with user experience in mind, Fish Speech simplifies installation and configuration, allowing users to quickly start using the tool without needing in-depth technical knowledge.
- Fine-Tuning Capabilities: LORA fine-tuning technology empowers users to make precise adjustments to the model, adapting it to specific voice styles or expression, providing greater creative control.
- Performance Optimization: Through the implementation of advanced techniques like gradient checkpointing, causal sampling,and flash-attn, Fish Speech achieves significant performance improvements during model training and inference, ensuring efficiency and stability when handling large datasets.
Fish Speech’s open-source nature fosters collaboration and innovation within the TTS community. Developers and researchers can access and contribute to the codebase, driving advancements in voice synthesis technology.
The release of Fish Speech marks a significant step forward in making high-quality voice synthesis accessible to a broader audience. Its low resource requirements, coupled with its advanced features and open-source nature, position it as a powerful tool for individuals, businesses, and researchers alike. Whether for creating engaging voiceovers, developing interactive voiceassistants, or exploring the frontiers of speech synthesis research, Fish Speech provides a robust and versatile platform for realizing the potential of voice technology.
Key Resources:
- Official Project Homepage: https://speech.fish.audio/
- GitHub Source Code Repository: https://github.com/fishaudio/fish-speech
- Hugging Face Model Address: https://huggingface.co/fishaudio/fish-speech-1.2
Fish Speech is poised to revolutionize the way we interact with technology, opening up new possibilities for communication, creativity, and accessibility. As the field of voicesynthesis continues to evolve, Fish Speech is at the forefront, empowering users to harness the power of voice in unprecedented ways.
【source】https://ai-bot.cn/fish-speech/
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