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Speech Algorithms

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Audio Front-end Algorithms

Subject Code
Speech Enhancement Using Spectral Subtraction Code
Speech Speration Based on TF Mask Code
Generate Mixed Speech Samples with noisy/echo/reverbed/howling Code
Introduction of Adaptive Filter Echo Cancellation Code
Generate VAD Labels Using AMR Codec Code
Sound Source Localization Based on TDOA Code
Resample Speech Signal at Arbitrary Sample Rate Code
Embedding and Extracting Audio Digital Watermarkings Code
Voice Speed and Pitch Changes Code
Enframe, Windowing, DFT Code
Introduction of WebRTC VAD Code
Audio Echo Cancellation Algorithm Based on Kalman Filter Code
Introduction of WebRTC ANR Code
Introduction of WebRTC AGC Code
Introduction of WebRTC AEC Code
Audio Aligment with Cross-correlation Code
Music Recognition System Based on Audio Fingerprinting Code
Goertzel Algorithm Code
Single Channel Speech Enhancement Using DNN Code
Endpoint Detection Using LSTM Code
CGMM-MVDR Code
Data Augmentations for Speech Enhancement Code
Generate Howling Samples Code
Transient Noise Suppression Code

Audio Back-end Algorithms

Subject Code
Speech Commands Using CNN Code
Speaker Gender Identification Code
Environmental Sound Classification Using XGBoost Code
Generate the Sound of Rain Code

Audio Codecs

Subject Code
AI Speech Codec Code
G.711 Speech Codec Code

Audio Evaluation Metrics

Subject Code
Speech Quality Metrics Code
Speech Intelligibility Metrics Code
Speech Similarity Evaluation Code