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README.md

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-[**pyannote.audio**](https://github.com/pyannote/pyannote-audio) is an open-source toolkit for speaker diarization.
+[**pyannote.audio**](https://github.com/pyannote/pyannote-audio) is an open-source toolkit for speaker diarization. Pretrained pipelines reach state-of-the-art performance on most academic benchmarks.
 
-Pretrained pipelines reach state-of-the-art performance on most academic benchmarks and are used [in production by dozens of companies](https://www.pyannote.ai).
+Using it in production? Consider switching to [pyannoteAI](https://www.pyannote.ai) for better and faster options.
 
 | Benchmark              | [v2.1](https://hf.co/pyannote/speaker-diarization-2.1) | [v3.1](https://hf.co/pyannote/speaker-diarization-3.1) | [pyannoteAI](https://www.pyannote.ai) |
 | ---------------------- | ------ | ------ | --------- |