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Personalize your product's text-to-speech voice for any language: Fine-tuning with Kubeflow Trainer on Red Hat OpenShift AI

Red Hat Developer · published 9 September 2026

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https://slator.com/third-global-survey-by-csa-research-finds-language-preference-of-consumers-in-29-countries/

slator.com

https://github.com/canopyai/Orpheus-TTS

github.com

https://www.redhat.com/en/products/ai/openshift-ai

redhat.com

https://huggingface.co/unsloth/orpheus-3b-0.1-pretrained

huggingface.co

https://github.com/canopyai/Orpheus-TTS/tree/main/finetune

github.com

https://huggingface.co/datasets/afkfatih/turkish-tts-combined-raw

huggingface.co

https://developers.redhat.com/sites/default/files/1_voice-training-pipeline.webp

developers.redhat.com

https://unsloth.ai/docs/get-started/fine-tuning-llms-guide/lora-hyperparameters-guide

unsloth.ai

https://medium.com/@zilliz_learn/lora-explained-low-rank-adaptation-for-fine-tuning-llms-066c9bdd0b32

medium.com

http://github.com/canopyai/Orpheus-TTS/tree/main/finetune

github.com

https://developers.redhat.com/sites/default/files/2_gpu-distributed-training.webp

developers.redhat.com

https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed/3.5/html/working_with_mlflow/index

docs.redhat.com

https://developers.redhat.com/sites/default/files/3_training-and-eval-loss.webp

developers.redhat.com

https://developers.redhat.com/sites/default/files/4_soundwaves.webp

developers.redhat.com

https://developers.redhat.com/articles/2026/03/25/how-run-red-hat-powered-local-ai-audio-transcription

developers.redhat.com

Introducing Whisper Read at the source ↗

openai.com

https://developers.redhat.com/sites/default/files/5_speech-training-graph.webp

developers.redhat.com

https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed/3.3/html/deploying_models/deploying_models

docs.redhat.com

https://github.com/red-hat-data-services/red-hat-ai-examples/tree/619467871728740fa81c200e17294a71e5dd4b97/examples/trainer/orpheus-tts

github.com

https://github.com/kubeflow/trainer

github.com

http://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed/3.3/html/working_with_distributed_workloads/running-kubeflow-trainerv2_distributed-workloads

docs.redhat.com

https://docs.redhat.com/en/documentation/red_hat_openshift_ai_self-managed/3.3

docs.redhat.com