Get the free Intelligibility of Machine Translation Output in Speech Synthesis - cs cmu

INTERSECT 2006 ICSLPIntelligibility of Machine Translation Output in Speech Synthesis Laura Mayer Tokyo, Kay Peterson, Alan W. Black, Kevin A. Leno Central LLC Pittsburgh, PA USA Laura central. Abstract

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How to fill out intelligibility of machine translation?

1. Identify the target audience: Determine who the intended users of the machine translation system will be. This could include translators, bilingual speakers, or individuals who rely on machine translation for communication purposes.
2. Gather relevant data: Collect a diverse set of language resources, including parallel corpora, bilingual dictionaries, and language models. This data will be used to train the machine translation system to improve its intelligibility.
3. Preprocess the data: Clean and preprocess the collected data to remove any inconsistencies, errors, or irrelevant information. This step ensures that the machine translation system receives high-quality input for training and optimization.
4. Train the machine translation system: Use the collected and preprocessed data to train the machine translation system. This involves using algorithms and techniques such as neural networks or statistical models to optimize the translation quality and intelligibility.
5. Evaluate and fine-tune the system: Assess the performance of the trained machine translation system by evaluating its output against reference translations. Identify areas of improvement and fine-tune the system accordingly, focusing on enhancing the intelligibility of translations.
6. Implement user feedback: Gather feedback from users and incorporate it into the machine translation system. This feedback can help identify specific issues or challenges related to intelligibility and guide further improvements.
7. Continuously monitor and update: Monitor the performance of the machine translation system over time and continuously update it based on emerging language trends, user needs, and new technologies. This iterative process ensures that the intelligibility of machine translation stays optimized.

Who needs intelligibility of machine translation?

1. Translators: Professional translators often rely on machine translation as a tool to aid their work. Intelligible machine translation helps them in understanding the content accurately and efficiently, allowing for more accurate translations.
2. Bilingual speakers: Individuals who are proficient or fluent in multiple languages may use machine translation for quick understanding or communication purposes. Intelligibility is essential for them to comprehend the translated text effectively.
3. Multinational corporations: Companies with international operations or global customer bases often require machine translation to facilitate communication and understanding between different language groups. Intelligibility is crucial for ensuring clear and accurate communication across language barriers.
4. Travelers and tourists: People who travel to foreign countries may rely on machine translation to navigate unfamiliar languages. Intelligibility helps them understand signs, menus, and other written content, making their travel experiences more convenient and enjoyable.
5. Language learners: Individuals learning a new language often utilize machine translation to assist with comprehension and practice. Intelligibility ensures that the translations provided help learners grasp the meaning of words, phrases, and sentences accurately.

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What is intelligibility of machine translation?

Intelligibility of machine translation is the ability for a translation produced by a machine to be understood and interpreted accurately by a human.

Who is required to file intelligibility of machine translation?

Companies or individuals using machine translation technology are required to file intelligibility reports.

How to fill out intelligibility of machine translation?

The intelligibility of machine translation can be filled out by providing details on the accuracy and clarity of the machine-translated content.

What is the purpose of intelligibility of machine translation?

The purpose of filing the intelligibility of machine translation is to ensure that machine-translated content is accurately understood by users.

What information must be reported on intelligibility of machine translation?

The report should include details on the accuracy, clarity, and comprehensibility of the machine-translated content.

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