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Speech Algorithms

The implementation of various speech algorithms can be downloaded individually through DownGit.

Content

๐ŸŽค Speech singal processing

Title Code
Generate Speech Samples with noisy/echo/reverbed/howling Code
Resample Speech Signal at Arbitrary Sample Rate Code
Embedding and Extracting Audio Digital Watermarkings Code
Voice Speed and Pitch Changes Code
Enframe, Windowing and DFT Code
Audio Aligment with Cross-correlation Code
Music Recognition System Based on Audio Fingerprinting Code
Goertzel Algorithm Code
Generate the Sound of Rain Code

๐ŸŽง๏ธ Speech front-end algorithms

Title Code
Speech Enhancement Using Spectral Subtraction Code
Speech Speration Based on TF Mask Code
Introduction of Adaptive Filter Echo Cancellation Code
Generate VAD Labels Using AMR Codec Code
Introduction of WebRTC VAD Code
Acoustic Echo Cancellation Algorithm Based on Kalman Filter Code
Introduction of WebRTC ANR Code
Introduction of WebRTC AGC Code
Introduction of WebRTC AEC Code
Single Channel Speech Enhancement Using DNN Code
Data Augmentations for Speech Enhancement Code
How to Generate Howling Samples Code
Transient Noise Suppression Code
Endpoint Detection Using LSTM Code

๐ŸŽถ Microphone array algorithms

Title Code
CGMM-MVDR Code
Sound Source Localization Based on TDOA Code

๐Ÿค– Speech Pattern Recognition

Title Code
Speech Commands Recognition Using CNN Code
Speaker Gender Identification Code
Environmental Sound Classification Using XGBoost Code
CTC Prefix Beam Search Code

๐Ÿ’ฝ Speech Codec

Title Code
AI Speech Codec Code
G.711 Speech Codec Code

๐Ÿ“ Speech Metrics

Title Code
Speech Quality Metrics Code
Speech Intelligibility Metrics Code
Speech Similarity Evaluation Code

โญ๏ธ Star

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