feat: add article fix-misspelled-words-deepgram-nova-3

articles/en/community/fix-misspelled-words-deepgram-nova-3-1427682957501403484.md

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+# Fixing Misspelled Words in Deepgram Nova-3 en-GB Transcriptions
+
+## Addressing Misspelled Words in Deepgram Transcriptions
+
+Misspelled words in audio transcriptions can be a frustrating issue, impacting the accuracy and usability of the generated text. When using the Deepgram Nova-3 en-GB streaming through the WebSocket API, users may occasionally encounter misspelled words in their transcriptions, such as 'collabouration', 'manageing', and 'maxeimizing'. 
+
+By understanding and addressing potential causes, users can improve transcription quality and reduce the occurrence of such issues.
+
+### Investigating Configuration Parameters
+
+One potential cause of misspelled words in transcriptions is incorrect configuration of query parameters when calling the Deepgram API. A common oversight is related to the `redact` parameter, which controls redaction during transcription. 
+
+#### Example Issue
+
+An example log error that may correlate with transcription problems is:
+
+```
+Error: Query parameter redact was set to ['false']. Input should be a valid string.
+```
+
+To enable proper redaction, the query string parameter should be correctly configured in your API call:
+
+- **Redaction Parameter**: Ensure you set a valid parameter value when making requests to Deepgram's `/listen` endpoint:
+
+  ```
+  redact=OPTION
+  ```
+
+For more information on valid options, see the [Deepgram Redaction Documentation](https://developers.deepgram.com/docs/redaction).
+
+### Suggestions for Troubleshooting
+
+1. **Review Query Parameters**: Double-check query parameters you're using when calling the transcription API to ensure all values are valid according to the [Deepgram API documentation](https://developers.deepgram.com/docs/getting-started-with-live-streaming-audio).
+
+2. **Redaction Settings**: If you use redaction, ensure these parameters are explicitly defined and align with best practices. Misconfigurations can lead to unexpected transcription results.
+
+3. **Testing**: Isolate and test different components of the system independently to ascertain if the issue persists across configurations or is specific to particular settings.
+
+4. **Consult Support & Community**: If issues persist or the system behavior seems inconsistent, reach out to your Deepgram support representative (if you have one) or visit our community for assistance: [Deepgram Community on Discord](https://discord.gg/deepgram).
+
+### Conclusion
+
+By ensuring you adhere to correct configuration values and continually testing with different settings, you can improve the quality of transcriptions from Deepgram's Nova-3 en-GB model. 
+
+For a robust integration, validating each parameter and iterating on settings can help resolve many common issues related to transcription quality.
+
+### References
+
+- [Deepgram Redaction Documentation](https://developers.deepgram.com/docs/redaction)
+- [Live Streaming Audio Documentation](https://developers.deepgram.com/docs/getting-started-with-live-streaming-audio)