audio-event-classification - 技术专题

A SOTA Industrial-Grade All-in-One ASR system with ASR, VAD, LID, and Punc modules. FireRedASR2 supports Chinese (Mandarin, 20+ dialects/accents), English, code-switching, and both speech and singing ASR. FireRedVAD supports speech/singing/music in 100+ langs. FireRedLID supports 100+ langs and 20+ zh dialects. FireRedPunc supports zh and en.

A SOTA Industrial-Grade Voice Activity Detection & Audio Event Detection, supporting 100+ languages, outperforming Silero-VAD, TEN-VAD, FunASR-VAD and WebRTC-VAD

Tensorflow2 implementation of Data-driven Harmonic Filters for Audio Representation Learning

A Few Shot learning technique, called Relation Networks, for classification of audio events

Code for the paper "Deep Learning Solutions for Audio Event Detection in a Swine Barn Using Environmental Audio and Weak Labels".

A machine learning task to classify audio events

Coach structured answers in real time during mock interviews with question detection, feedback, filler tracking, and live transcription.

Build a multilingual offline chatbot for government services with Tamil, Hindi, and English support, RAG answers, and low-latency voice output