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  6. Improving the controllability of speech generation through language and reinforcement learning.

Improving the controllability of speech generation through language and reinforcement learning.

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last updated:Jun 12, 2025

スマートホールディングス
スマートホールディングス
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Achieve natural speech generation! Distortion in speech generation at extreme high and low frequencies is reduced!

In voice synthesis, generating speech with a natural accent or adjusting the accent arbitrarily while maintaining naturalness is challenging. However, by utilizing machine learning techniques, achieving a natural accent is possible. Implementations such as Supervised Fine-tuning (SFT) using human feedback enable the generation of natural speech! Please feel free to contact us when you need assistance. 【Technical Details】 ■ Implementations such as Supervised Fine-tuning (SFT) using human feedback enable the generation of natural speech. ■ By redesigning the loss function and other innovations, we reduce distortion in speech generation at extreme high and low frequencies. *For more details, please download the PDF or feel free to contact us.

    Voice Recognition Software
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Improving the controllability of speech generation through language and reinforcement learning.

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Smart Implement Co., Ltd. AI Development Achievements Document

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スマートホールディングス

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Automobiles and Transportation Equipment

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Smart Group provides diverse and high-quality IT services to customers in the manufacturing industry, particularly in the automotive sector, with "ENGINEERING × VISUALIZATION" as its core competence. Leveraging the group's comprehensive capabilities, we pride ourselves on our ability to flexibly respond to various needs while aiming to enrich future living and actively challenging new fields. ■ Smartscape Inc. Engaged in the development of information systems that support design, manufacturing, production, and sales, as well as the development and sale of products characterized by efficiency tools, IoT, AI development, UI/UX design development, and 3D technology. ■ Smart Engineer Inc. Offers system service businesses that stably support IT infrastructure and is involved in content production utilizing 3DCG, as well as new technology development businesses represented by the metaverse and XR. ■ Smart Implement Inc. Provides engineering services that demonstrate high technical capabilities in areas such as automotive control system development.

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