I recently completed a MSc with a focus on bird bioacoustics, and this problem goes for the whole ecosystem/pipeline: there are very few (non-proprietary) off-the-shelf, ready to go products. Even the most popular methods that are extolled in lots of papers and by NGOs all practically need a dev/data scientist for basic implementation