pannous/tensorflow-speech-recognition resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2173 stars · 628 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

An educational repository demonstrating speech recognition with TensorFlow using sequence-to-sequence neural networks. The project is explicitly deprecated and maintained only for learning purposes, with the README recommending Whisper or DeepSpeech instead.

Use cases

• learn how speech-to-text models work with seq2seq networks
• study spectrogram-based audio classification in TensorFlow
• find example code for training speech recognition models
• understand LSTM and densenet architectures for audio
• explore speech data augmentation techniques

When to choose

• you want to study how speech recognition was built with older TensorFlow 1.x
• you need educational toy examples like number or speaker classifiers
• you are learning sequence-to-sequence concepts applied to audio

When to avoid

• you need a production speech-to-text system
• you want up-to-date TensorFlow compatibility
• you need state-of-the-art accuracy - use Whisper or DeepSpeech instead

Facets

learning-resource · maturity abandoned

speech-recognition machine-learning deep-learning speech-processing machine-learning deep-learning python cross-platform speech-to-text tensorflow sequence-to-sequence educational deprecated linux

Member repositories

For agents

markdown · JSON · MCP: product_card(name="pannous/tensorflow-speech-recognition")