Demo iOS application to generate an accurately timestamped transcript given an audio file and its pre-supplied text.
It leverages Google Cloud Platform's Speech-to-Text API for its time offsets feature (that is, returning the absolute timestamp of each word relative to the beginning of the audio). Any mistranscriptions from the service can then be corrected using the pre-supplied text and a sequence alignment algorithm.
Why is this useful?
In cases where the raw text transcription of a piece of audio is known upfront, we can use this to obtain the correct word-level timestamps. This resulting information is useful for contexts relating to interactive language education and music lyrics.
- Record some speech
- Provide manual transcript of what was said (a
String) - Generate timestamped transcription of audio from GCP's Speech-to-Text API
- Square up the provided transcription and the API's transcript using a sequence alignment algorithm, keeping the underlying actual word-timestamp pairs.
- Voilà!
- Rename
Secrets.template.plisttoSecrets.plistand provide your Google Cloud Platform API key for the fieldGOOGLE_API_KEY. - Build and run the
SpeechTimestampertarget in Xcode.
This project uses gRPC instead of REST to communicate with GCP services. While there is not yet an official Google Cloud Client Library for Swift), this project can be used as an example of how to interact with Google Cloud services (polling long-running operations, etc) using Swift with gRPC. For basic functionality of the gRPC API for Swift, see the Swift gRPC Overview.
If you'd like to generate the most up-to-date protobuf definitions, you'll need protobuf installed and then run a fresh pod update.