Home Java javaTutorial How to write an artificial intelligence-based speech synthesis system using Java

How to write an artificial intelligence-based speech synthesis system using Java

Jun 27, 2023 am 11:13 AM
programming AI java speech synthesis

Nowadays, with the continuous development of artificial intelligence technology, speech synthesis technology is also becoming more and more perfect. So, what role can the Java language play in this field? This article will introduce you in detail how to use Java to write an artificial intelligence-based speech synthesis system.

1. Preliminary knowledge
In this article, we will use the Java language and JDK7 (or above) as the development platform. You need to have basic Java programming knowledge, Java audio processing and basic knowledge, and Fundamentals of speech signal processing.

2. Implementation process of Java speech synthesis system

  1. Prepare data
    To write a speech synthesis system, you first need to prepare some data, such as text data, audio files, etc. These data Used to describe what the speech synthesis system needs to say and the speech files generated by the system.
  2. The basic structure of building a speech synthesis system
    The speech synthesis system needs a basic functional framework, including input and output systems. On the input side, users need to provide the system with text data to be synthesized. The system converts these data into corresponding audio files and outputs them to external devices for users to listen to.
  3. Define text-to-speech conversion rules
    In a speech synthesis system, how to convert input text information into speech information is a very important issue. In order to achieve this function, we need to use some existing technologies, such as transcription technology and audio synthesis technology.
  4. Define the algorithms and models required in the speech synthesis process
    The speech synthesis process requires the use of some algorithms and models, such as acoustic parameters, probability distributions, speech synthesis models, etc. These algorithms and models can help computers perform better simulations when synthesizing speech, and can ensure the quality of synthesized speech to the greatest extent.
  5. Implementing a speech synthesis system based on artificial intelligence
    Summarizing the above steps, we can build a speech synthesis system based on artificial intelligence. We can use Java language to implement this system, and the whole process is relatively simple.

3. Application Scenarios of Java Speech Synthesis System

  1. Voice Assistant
    Many smartphones and smart home devices have voice assistant functions. These assistants can use speech synthesis technology to answer user queries, provide services, control devices and other functions.
  2. Robot
    In modern manufacturing, more and more factories are beginning to use robots for automated production. These robots need to communicate with people, and speech synthesis technology can provide humanized audio feedback for the robots to interact with people.
  3. Learning Education
    Speech synthesis technology can also be applied to the field of learning education. For example, we can build an intelligent tutoring system that can use speech synthesis technology to guide students, provide help and display learning materials.

To sum up, the Java speech synthesis system is a very promising technology with application potential. By mastering some basic knowledge and technology, we can easily create a speech synthesis system based on artificial intelligence, and this technology can also be widely used in smartphones, robots, and various fields.

The above is the detailed content of How to write an artificial intelligence-based speech synthesis system using Java. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

Bytedance Cutting launches SVIP super membership: 499 yuan for continuous annual subscription, providing a variety of AI functions Bytedance Cutting launches SVIP super membership: 499 yuan for continuous annual subscription, providing a variety of AI functions Jun 28, 2024 am 03:51 AM

This site reported on June 27 that Jianying is a video editing software developed by FaceMeng Technology, a subsidiary of ByteDance. It relies on the Douyin platform and basically produces short video content for users of the platform. It is compatible with iOS, Android, and Windows. , MacOS and other operating systems. Jianying officially announced the upgrade of its membership system and launched a new SVIP, which includes a variety of AI black technologies, such as intelligent translation, intelligent highlighting, intelligent packaging, digital human synthesis, etc. In terms of price, the monthly fee for clipping SVIP is 79 yuan, the annual fee is 599 yuan (note on this site: equivalent to 49.9 yuan per month), the continuous monthly subscription is 59 yuan per month, and the continuous annual subscription is 499 yuan per year (equivalent to 41.6 yuan per month) . In addition, the cut official also stated that in order to improve the user experience, those who have subscribed to the original VIP

To provide a new scientific and complex question answering benchmark and evaluation system for large models, UNSW, Argonne, University of Chicago and other institutions jointly launched the SciQAG framework To provide a new scientific and complex question answering benchmark and evaluation system for large models, UNSW, Argonne, University of Chicago and other institutions jointly launched the SciQAG framework Jul 25, 2024 am 06:42 AM

Editor |ScienceAI Question Answering (QA) data set plays a vital role in promoting natural language processing (NLP) research. High-quality QA data sets can not only be used to fine-tune models, but also effectively evaluate the capabilities of large language models (LLM), especially the ability to understand and reason about scientific knowledge. Although there are currently many scientific QA data sets covering medicine, chemistry, biology and other fields, these data sets still have some shortcomings. First, the data form is relatively simple, most of which are multiple-choice questions. They are easy to evaluate, but limit the model's answer selection range and cannot fully test the model's ability to answer scientific questions. In contrast, open-ended Q&A

SK Hynix will display new AI-related products on August 6: 12-layer HBM3E, 321-high NAND, etc. SK Hynix will display new AI-related products on August 6: 12-layer HBM3E, 321-high NAND, etc. Aug 01, 2024 pm 09:40 PM

According to news from this site on August 1, SK Hynix released a blog post today (August 1), announcing that it will attend the Global Semiconductor Memory Summit FMS2024 to be held in Santa Clara, California, USA from August 6 to 8, showcasing many new technologies. generation product. Introduction to the Future Memory and Storage Summit (FutureMemoryandStorage), formerly the Flash Memory Summit (FlashMemorySummit) mainly for NAND suppliers, in the context of increasing attention to artificial intelligence technology, this year was renamed the Future Memory and Storage Summit (FutureMemoryandStorage) to invite DRAM and storage vendors and many more players. New product SK hynix launched last year

SOTA performance, Xiamen multi-modal protein-ligand affinity prediction AI method, combines molecular surface information for the first time SOTA performance, Xiamen multi-modal protein-ligand affinity prediction AI method, combines molecular surface information for the first time Jul 17, 2024 pm 06:37 PM

Editor | KX In the field of drug research and development, accurately and effectively predicting the binding affinity of proteins and ligands is crucial for drug screening and optimization. However, current studies do not take into account the important role of molecular surface information in protein-ligand interactions. Based on this, researchers from Xiamen University proposed a novel multi-modal feature extraction (MFE) framework, which for the first time combines information on protein surface, 3D structure and sequence, and uses a cross-attention mechanism to compare different modalities. feature alignment. Experimental results demonstrate that this method achieves state-of-the-art performance in predicting protein-ligand binding affinities. Furthermore, ablation studies demonstrate the effectiveness and necessity of protein surface information and multimodal feature alignment within this framework. Related research begins with "S

Laying out markets such as AI, GlobalFoundries acquires Tagore Technology's gallium nitride technology and related teams Laying out markets such as AI, GlobalFoundries acquires Tagore Technology's gallium nitride technology and related teams Jul 15, 2024 pm 12:21 PM

According to news from this website on July 5, GlobalFoundries issued a press release on July 1 this year, announcing the acquisition of Tagore Technology’s power gallium nitride (GaN) technology and intellectual property portfolio, hoping to expand its market share in automobiles and the Internet of Things. and artificial intelligence data center application areas to explore higher efficiency and better performance. As technologies such as generative AI continue to develop in the digital world, gallium nitride (GaN) has become a key solution for sustainable and efficient power management, especially in data centers. This website quoted the official announcement that during this acquisition, Tagore Technology’s engineering team will join GLOBALFOUNDRIES to further develop gallium nitride technology. G

Iyo One: Part headphone, part audio computer Iyo One: Part headphone, part audio computer Aug 08, 2024 am 01:03 AM

At any time, concentration is a virtue. Author | Editor Tang Yitao | Jing Yu The resurgence of artificial intelligence has given rise to a new wave of hardware innovation. The most popular AIPin has encountered unprecedented negative reviews. Marques Brownlee (MKBHD) called it the worst product he's ever reviewed; The Verge editor David Pierce said he wouldn't recommend anyone buy this device. Its competitor, the RabbitR1, isn't much better. The biggest doubt about this AI device is that it is obviously just an app, but Rabbit has built a $200 piece of hardware. Many people see AI hardware innovation as an opportunity to subvert the smartphone era and devote themselves to it.

Problem-Solving with Python: Unlock Powerful Solutions as a Beginner Coder Problem-Solving with Python: Unlock Powerful Solutions as a Beginner Coder Oct 11, 2024 pm 08:58 PM

Pythonempowersbeginnersinproblem-solving.Itsuser-friendlysyntax,extensivelibrary,andfeaturessuchasvariables,conditionalstatements,andloopsenableefficientcodedevelopment.Frommanagingdatatocontrollingprogramflowandperformingrepetitivetasks,Pythonprovid

The first fully automated scientific discovery AI system, Transformer author startup Sakana AI launches AI Scientist The first fully automated scientific discovery AI system, Transformer author startup Sakana AI launches AI Scientist Aug 13, 2024 pm 04:43 PM

Editor | ScienceAI A year ago, Llion Jones, the last author of Google's Transformer paper, left to start a business and co-founded the artificial intelligence company SakanaAI with former Google researcher David Ha. SakanaAI claims to create a new basic model based on nature-inspired intelligence! Now, SakanaAI has handed in its answer sheet. SakanaAI announces the launch of AIScientist, the world’s first AI system for automated scientific research and open discovery! From conceiving, writing code, running experiments and summarizing results, to writing entire papers and conducting peer reviews, AIScientist unlocks AI-driven scientific research and acceleration

See all articles