Signal Processing
Digital signal processing theory: FIR/IIR filters, FFT, sampling theory, adaptive DSP, and hardware implementation.
320 topics · 1 with articles
Intern Engineer· 1 of 40
- Aliasing: Overlapping Spectra When fs < 2·fmaxArticle coming
- All-Pass System: |H(e^(jω))| = 1 for all ωArticle coming
- BIBO Stability: Σ|h[n]| < ∞Article coming
- CTFT Properties: Linearity, Shift, Scaling, DualityArticle coming
- Complex Exponential: e^(jωt) = cos(ωt) + j·sin(ωt)Article coming
- Continuous-Time Fourier Transform (CTFT): X(jω) = ∫x(t)e^(-jωt)dtArticle coming
- Continuous-Time vs. Discrete-Time SignalsArticle coming
- Convolution Theorem: Multiplication ↔ ConvolutionArticle coming
- Correlation: Auto-Correlation and Cross-CorrelationArticle coming
- DTFT Periodicity: X(e^(j(ω+2π))) = X(e^(jω))Article coming
- Deterministic vs. Random SignalsArticle coming
- Discrete-Time Fourier Transform (DTFT): X(e^(jω))Article coming
- Energy Signal: E = ∫|x(t)|² dt < ∞Article coming
- Fourier Series Coefficients: Cn and Harmonic PowerArticle coming
- Fourier Series: Trigonometric and Exponential FormArticle coming
- Frequency Response H(e^(jω)): Magnitude and PhaseArticle coming
- Gibbs Phenomenon at DiscontinuitiesArticle coming
- Group Delay: τg(ω) = -dφ/dωArticle coming
- Ideal Sampling: Impulse Train MultiplicationArticle coming
- Impulse Response and Step Response RelationshipArticle coming
- LTI System: Characterization by Impulse Response h[n]Article coming
- Laplace Transform: X(s) = ∫x(t)e^(-st)dt, ROCArticle coming
- Minimum-Phase System: Causality and Stability of InverseArticle coming
- Parseval's Theorem: Energy in Time = Energy in FrequencyRead
- Periodic and Aperiodic Signals: Period T, Frequency f0Article coming
- Phase Delay vs. Group Delay: Linear Phase ConditionArticle coming
- Power Signal: P = lim(1/T)∫|x(t)|² dt < ∞Article coming
- Power Spectral Density (PSD): Wiener-Khinchin TheoremArticle coming
- Practical Sampling: Sample-and-Hold (ZOH) EffectArticle coming
- Quantization Noise: SNR = 6.02·N + 1.76 dB (N bits)Article coming
- Quantization: Uniform, Non-Uniform, CompandingArticle coming
- Sampling Theorem: fs ≥ 2·fmax (Nyquist Criterion)Article coming
- Sinusoidal Signal: Amplitude, Frequency, PhaseArticle coming
- Stochastic Signals: Stationarity, Ergodicity, AutocorrelationArticle coming
- System Properties: Linear, Time-Invariant, Causal, StableArticle coming
- Transfer Function H(s) = Y(s)/X(s): Poles and ZerosArticle coming
- Unit Impulse δ(t): Sifting PropertyArticle coming
- Unit Step u(t) and Unit Ramp r(t)Article coming
- Z-Transform Properties: Shift, Convolution, DifferentiationArticle coming
- Z-Transform: X(z) = Σx[n]z^(-n), ROCArticle coming
Junior Engineer· 0 of 80
- 2D FFT: Row-Column Algorithm for Image ProcessingArticle coming
- AR / ARMA Model-Based Spectral EstimationArticle coming
- Adaptive IIR Filter: Stability ChallengesArticle coming
- All-Pass Filter: Phase Equalization ApplicationArticle coming
- Analog Prototype Design: Normalized LP ButterworthArticle coming
- Bartlett's Method: Non-Overlapping Periodogram AverageArticle coming
- Bessel Filter: Maximally Flat Group Delay (Linear Phase)Article coming
- Bilinear Transform (BLT): Pre-Warping, Frequency MappingArticle coming
- Blackman Window: -74 dB Side Lobe, Wide Transition BandArticle coming
- Blackman-Tukey Method: Windowed AutocorrelationArticle coming
- Burg Algorithm: Maximum Entropy Spectral EstimationArticle coming
- Butterworth Filter: Maximally Flat Magnitude in PassbandArticle coming
- CIC (Cascaded Integrator-Comb) Filter: Integer DecimationArticle coming
- Cascade (SOS) Biquad Form: Numerical StabilityArticle coming
- Chebyshev Type I: Equiripple Passband, Monotone StopbandArticle coming
- Chebyshev Type II: Monotone Passband, Equiripple StopbandArticle coming
- Chirp Z-Transform (CZT): Zoom FFT for High ResolutionArticle coming
- Cohen's Class of Time-Frequency DistributionsArticle coming
- Comb Filter: Delay-Based Periodic Frequency ResponseArticle coming
- Continuous Wavelet Transform (CWT): Scale and TranslationArticle coming
- Cosine-Modulated Filter Bank (CMFB): PR ConditionsArticle coming
- DFT Circular Convolution and Linear Convolution RelationArticle coming
- DFT Orthogonality: Twiddle Factor WN = e^(-j2π/N)Article coming
- DFT Properties: Linearity, Circular Shift, SymmetryArticle coming
- Digital Differentiator and Hilbert Transformer DesignArticle coming
- Direct Form I and II: Signal Flow Graph ComparisonArticle coming
- Discrete Fourier Transform (DFT): Definition and Matrix FormArticle coming
- Discrete Wavelet Transform (DWT): Mallat AlgorithmArticle coming
- ESPRIT: Estimation of Signal Parameters via Rotational InvarianceArticle coming
- Elliptic (Cauer) Filter: Equiripple in Both Passband and StopbandArticle coming
- Empirical Mode Decomposition (EMD): Adaptive SiftingArticle coming
- FIR Filter Order Estimation: Kaiser and Harris FormulasArticle coming
- FIR Filter: Finite Impulse Response DefinitionArticle coming
- FIR Linear Phase: Type I, II, III, IV Symmetry ConditionsArticle coming
- FIR Windowing Method: Rectangular Window BasicsArticle coming
- FIR vs. IIR: Linear Phase, Stability, Computational CostArticle coming
- Filter Design with MATLAB: fir1, fir2, firpm, butter, cheby1Article coming
- Fixed-Point Filter Design: Coefficient Quantization EffectArticle coming
- Fractional Fourier Transform (FrFT): Rotation in TF PlaneArticle coming
- Fractional Sample Rate Conversion: L/M PolyphaseArticle coming
- Frequency Sampling FIR Design MethodArticle coming
- Frequency Transformation: LP→HP, LP→BP, LP→BSArticle coming
- Goertzel Algorithm: Single Frequency DFT (DTMF Detect)Article coming
- Half-Band Filter: Efficient 2:1 DecimationArticle coming
- Hamming Window: -43 dB Side Lobe, Optimized for SidelobeArticle coming
- Hann Window: -44 dB Side Lobe, 8 dB/oct Roll-OffArticle coming
- Hilbert-Huang Transform (HHT): IMF and Instantaneous FreqArticle coming
- IIR Filter: Infinite Impulse Response, Recursive StructureArticle coming
- Impulse Invariance Method: Analog-to-Digital ConversionArticle coming
- In-Place FFT: Bit-Reversal PermutationArticle coming
- Kaiser Window: Adjustable β Parameter for Sidelobe ControlArticle coming
- Lattice Filter: All-Pole and All-Zero StructuresArticle coming
- MUSIC (MUltiple SIgnal Classification): Subspace MethodArticle coming
- Multirate Processing: Downsampling by M, Upsampling by LArticle coming
- Multitaper (Thomson) Method: Reduces Variance in PSDArticle coming
- Notch Filter: Twin-T and 2nd-Order IIR at f0Article coming
- Parks-McClellan (Remez) Algorithm: Equiripple FIR DesignArticle coming
- Pisarenko Harmonic DecompositionArticle coming
- Polyphase Decomposition of FIR FilterArticle coming
- Prime-Factor Algorithm (PFA) and Winograd FFTArticle coming
- Python Filter Design: scipy.signal Design FunctionsArticle coming
- Radix-2 DIF FFT: Decimation-in-Frequency StructureArticle coming
- Radix-2 DIT FFT: Butterfly Operation, Bit-ReversalArticle coming
- Radix-4 FFT: 25% Fewer Multiplications vs. Radix-2Article coming
- Real-Valued FFT: Exploit Conjugate SymmetryArticle coming
- STFT Time-Frequency Resolution Trade-Off (Heisenberg)Article coming
- Spectral Leakage: Cause (Finite Observation) and RemedyArticle coming
- Spectral Resolution: Δf = fs/NArticle coming
- Spectrogram: STFT Magnitude² as Time-Frequency MapArticle coming
- Split-Radix FFT: Mixed Radix-2 and Radix-4Article coming
- Synchrosqueezing Wavelet Transform: Sharpened TFRArticle coming
- Transposed Direct Form II: Recommended for Fixed-PointArticle coming
- Wavelet Filter Bank: QMF and Perfect ReconstructionArticle coming
- Wavelet Packet Decomposition: Full Binary TreeArticle coming
- Welch's Method: Averaged Periodogram for PSD EstimationArticle coming
- Wigner-Ville Distribution (WVD): Time-Frequency AnalysisArticle coming
- Window Functions: Trade-Off (Main Lobe Width vs. Side Lobe)Article coming
- Windowed FFT: STFT (Short-Time Fourier Transform)Article coming
- Yule-Walker Equations: AR Parameter EstimationArticle coming
- Zero-Padding: Interpolation in Frequency DomainArticle coming
Middle Engineer· 0 of 80
- 16-QAM, 64-QAM, 256-QAM: Spectral Efficiency vs. SNRArticle coming
- 5G NR PDSCH Processing Chain: LDPC, HARQ, OFDMArticle coming
- Acoustic Echo Cancellation (AEC): Double-Talk DetectionArticle coming
- Adaptive Filter Structure: Transversal FIR with Adjustable CoefficientsArticle coming
- Adaptive Noise Cancellation (ANC): Reference Signal MethodArticle coming
- Affine Projection Algorithm (APA): Between LMS and RLSArticle coming
- BCH Codes: Error-Correcting Capability tArticle coming
- BPSK Bit Error Rate: BER = Q(√(2Eb/N0))Article coming
- Basis Pursuit (BP): L1 Minimization via Convex Opt.Article coming
- Bayesian Signal Processing: Prior, Likelihood, PosteriorArticle coming
- Beamforming: Analog Phase Shift, Digital PrecodingArticle coming
- Blind Source Separation (BSS): ICA, SOBI AlgorithmsArticle coming
- CDMA: Walsh Code, Rake Receiver, Finger AssignmentArticle coming
- CFAR Detection: CA-CFAR, OS-CFAR, GOCA-CFARArticle coming
- CRC: Generator Polynomial, LFSR ImplementationArticle coming
- Carrier Recovery: Costas Loop, PLL-Based MethodsArticle coming
- Channel Coding: Convolutional Codes, Trellis, ViterbiArticle coming
- Channel Equalization: MMSE-DFE, Turbo EqualizationArticle coming
- Compressed Sensing (CS): Sparsity, RIP, Mutual CoherenceArticle coming
- Cramér-Rao Lower Bound (CRLB) for EstimationArticle coming
- Energy Detection: Radiometry for Spectrum SensingArticle coming
- Expectation-Maximization (EM) Algorithm in Signal ProcessingArticle coming
- Extended Kalman Filter (EKF): Linearization via JacobianArticle coming
- Factor Graphs and Belief Propagation (Sum-Product)Article coming
- Hybrid Beamforming: Analog + Digital for mmWaveArticle coming
- Hypothesis Testing: NP Lemma, LRT, GLRTArticle coming
- Independent Component Analysis (ICA): FastICA AlgorithmArticle coming
- Kalman Filter: State Equation, Measurement EquationArticle coming
- Kalman Predict: x̂(k|k-1) = F·x̂(k-1|k-1) + B·uArticle coming
- Kalman Update: Kalman Gain K, Covariance P UpdateArticle coming
- LASSO Regression: L1-Regularized Least SquaresArticle coming
- LDPC Codes: Tanner Graph, Belief Propagation DecodingArticle coming
- LMS Algorithm: w[n+1] = w[n] + 2µe[n]x[n]Article coming
- LMS Convergence: Step Size µ, Misadjustment, Excess MSEArticle coming
- Leaky LMS: Preventing Coefficient DriftArticle coming
- Link Adaptation: AMC (Adaptive Modulation and Coding)Article coming
- MAP (Maximum A Posteriori) EstimationArticle coming
- MIMO Detection: ZF, MMSE, Sphere DecoderArticle coming
- MIMO OFDM: Per-Subcarrier Precoding and DetectionArticle coming
- MIMO Spatial Multiplexing: V-BLAST, D-BLASTArticle coming
- MIMO: Alamouti Space-Time Block Code (STBC)Article coming
- Massive MIMO: ZF Precoding, MRT, RZF BeamformingArticle coming
- Matching Pursuit (MP) and OMP: Greedy Sparse RecoveryArticle coming
- Maximum Likelihood Estimation (MLE) for Signal ParametersArticle coming
- Modulation: ASK, FSK, PSK, QAM Signal ConstellationArticle coming
- Normalized LMS (NLMS): Step Size Normalization by PowerArticle coming
- OFDM CFO Estimation: Moose, Schmidl-Cox AlgorithmsArticle coming
- OFDM Channel Estimation: LS, MMSE with Pilot SymbolsArticle coming
- OFDM Cyclic Prefix (CP): ISI Elimination, Guard IntervalArticle coming
- OFDM PAPR: Definition, CCDF Curve, Reduction MethodsArticle coming
- OFDM Pilot Insertion: Comb-Type, Block-TypeArticle coming
- OFDM Principles: Subcarrier Orthogonality, DFT-BasedArticle coming
- OFDM Timing Synchronization: Schmidl-Cox MethodArticle coming
- OFDMA: Subcarrier Allocation for Multiple UsersArticle coming
- OTFS (Orthogonal Time-Frequency Space): Delay-Doppler DomainArticle coming
- OTFS Input-Output Relation in Delay-Doppler DomainArticle coming
- Online / Sequential Estimation: Sliding Window AdaptationArticle coming
- Optimum FIR Wiener Filter: Direct and Levinson SolutionArticle coming
- PAPR Reduction: Clipping, SLM, PTS, Tone ReservationArticle coming
- Particle Filter (Sequential Monte Carlo): Non-Gaussian/NonlinearArticle coming
- Polar Codes: Successive Cancellation (SC) DecoderArticle coming
- QPSK: Gray Coding, BER = Q(√(2Eb/N0)) Same as BPSKArticle coming
- RLS Algorithm: Recursive Least Squares, Exponential ForgettingArticle coming
- RLS Initialization and Numerical Stability IssuesArticle coming
- Raised-Cosine Filter: Roll-Off Factor, ISI-Free NyquistArticle coming
- Reed-Solomon Codes: Symbol-Based, BCH Subfield SubcodeArticle coming
- Robust Statistics: M-Estimators for Outlier RejectionArticle coming
- Root Raised-Cosine (RRC): Matched Filter in TX/RXArticle coming
- SC-FDMA: DFT-Precoded OFDM for LTE UplinkArticle coming
- SCL (Successive Cancellation List) Decoder for PolarArticle coming
- Sign-LMS, Sign-Error LMS: Simplified AdaptationArticle coming
- Sparse Bayesian Learning (SBL): Relevance Vector MachineArticle coming
- Spread Spectrum: DSSS, FHSS, THSS TechniquesArticle coming
- System Identification: ARMA Model, Prediction Error MethodArticle coming
- Tensor Decomposition: Tucker, CP for Multi-Way SignalsArticle coming
- Timing Recovery: Early-Late Gate, Gardner TEDArticle coming
- Turbo Codes: Parallel Concatenated, BCJR DecoderArticle coming
- Unscented Kalman Filter (UKF): Sigma Points, No JacobianArticle coming
- Variational Bayes (VB) ApproximationArticle coming
- Wiener Filter: MMSE Estimation, Wiener-Hopf EquationArticle coming
Senior Engineer· 0 of 80
- AAC: Temporal Noise Shaping (TNS), Prediction, HuffmanArticle coming
- ARM Cortex-A NEON: Advanced SIMD for Audio/VideoArticle coming
- ARM Cortex-M DSP Extensions: SIMD, MAC, Saturating Arith.Article coming
- ARM Cortex-M55 Helium (MVE): 128-bit SIMD for DSPArticle coming
- Acoustic Echo Cancellation (AEC): NLMS-BasedArticle coming
- Audio Bit Depth: 8, 16, 24 bit and Dynamic RangeArticle coming
- Audio Sampling Rates: 8, 16, 22.05, 44.1, 48, 96, 192 kHzArticle coming
- Audio Source Separation: NMF, Deep Clustering, Conv-TasNetArticle coming
- Blind Reverberation Estimation: Schroeder's MethodArticle coming
- CELP (Code-Excited Linear Prediction): G.729, AMR-NBArticle coming
- CMSIS-DSP Library: arm_fir_f32, arm_rfft_fast_f32Article coming
- CMSIS-NN: arm_nn_fc_s8, arm_depthwise_conv_s8Article coming
- CORDIC on FPGA: Angle Rotation, Magnitude CalculationArticle coming
- DDS (Direct Digital Synthesis): Spurious PerformanceArticle coming
- DSP Co-Design: Algorithm → Architecture → VLSI FlowArticle coming
- DSP Processor Architecture: Harvard, VLIW, SIMDArticle coming
- Data Flow Graph: Task Graph for Parallel DSPArticle coming
- Dereverberation: WPE (Weighted Prediction Error) AlgorithmArticle coming
- Digital Down-Converter (DDC): Mixer, CIC, FIR ChainArticle coming
- Digital Up-Converter (DUC): FIR, CIC, Mixer ChainArticle coming
- Double-Talk Detection in AEC: Geigel DetectorArticle coming
- EVS (Enhanced Voice Services): 3GPP 4G LTE CodecArticle coming
- Edge AI Inference: TFLite Micro on Cortex-M (CMSIS-NN)Article coming
- FFT Benchmark: Precision, Speed, Power on CPU/GPU/FPGAArticle coming
- FFT on FPGA: SDF (Single-Path Delay Feedback) PipelineArticle coming
- FPGA DSP48 Slice: Pre-Adder, Multiplier, Post-AdderArticle coming
- FPGA FIR Filter: Direct-Form, Transposed-Form on DSP48Article coming
- FPGA Systolic Array FIR: Throughput = 1 Sample/ClockArticle coming
- Fixed-Point Arithmetic: Q-Format, Overflow, Saturation, RoundingArticle coming
- Fixed-Point Quantization Noise: SNR = 6.02·B + 1.76 dBArticle coming
- Floating-Point DSP: IEEE 754 Single/Double PrecisionArticle coming
- GNU Radio: Signal Processing Flowgraph for SDRArticle coming
- GPU-Accelerated DSP: CUDA cuFFT, cuBLASArticle coming
- HiFi-GAN: GAN-Based Neural Vocoder for High Quality TTSArticle coming
- High-Level Synthesis (HLS): C++ → RTL for DSP BlocksArticle coming
- Human Auditory System: Basilar Membrane, Critical BandsArticle coming
- Intel Agilex: High-Performance FPGA for DSPArticle coming
- LC3 (LE Audio) Codec: Time-Frequency Transform, 24–48 kHzArticle coming
- LPC Parameters: Reflection Coefficients, LSF (LSP)Article coming
- Language Identification: Acoustic and Phonotactic ModelsArticle coming
- LibROSA: Python for Audio and Music AnalysisArticle coming
- Linear Predictive Coding (LPC): AR Model for SpeechArticle coming
- Loudness and Sound Pressure Level: dB SPL, A-WeightingArticle coming
- MATLAB HDL Coder: Fixed-Point Verification and RTLArticle coming
- MFCC (Mel-Frequency Cepstral Coefficients): 13–40 FeaturesArticle coming
- MMSE-STSA (Minimum Mean Square Error Spectral Amplitude)Article coming
- MP3 Filterbank: Polyphase Analysis, MDCT TransformArticle coming
- MPEG Audio Coding: Layer I, II, III (MP3) ArchitectureArticle coming
- Mel Scale: Logarithmic Frequency Perception ModelArticle coming
- Memory Architecture for FFT: In-Place, Butterfly AccessArticle coming
- Microphone Array Beamforming: Delay-and-Sum, MVDRArticle coming
- Music Information Retrieval (MIR): Beat, Chord, Key DetectionArticle coming
- NCO (Numerically Controlled Oscillator): Phase AccumulatorArticle coming
- NPU Integration: EThos-U55 for Edge DSP and AIArticle coming
- Noise Estimation: Minimum Statistics, IMCRA, MCRAArticle coming
- OpenCL for Heterogeneous DSP (CPU + GPU + FPGA)Article coming
- Opus Codec: SILK + CELT Architecture, 6–510 kbpsArticle coming
- Perceptual Weighting Filter in CELP Speech CodingArticle coming
- Pipeline Latency and Throughput AnalysisArticle coming
- Pitch Detection: ACF, AMDF, YIN, CREPE AlgorithmArticle coming
- Polyphase FIR on FPGA: Efficient Multi-Rate ImplementationArticle coming
- Power Profiling for DSP: J-Link Energy, Performance CountersArticle coming
- Psychoacoustic Masking: Simultaneous and Temporal MaskingArticle coming
- PySDR / Numpy / Scipy: Python-Based DSP PrototypingArticle coming
- Room Acoustics: RT60, Early Reflections, ReverberationArticle coming
- Spatial Audio: Binaural Rendering, HRTF, AmbisonicArticle coming
- Speaker Diarization: Who Spoke When in Meeting RecordingArticle coming
- Speaker Recognition: GMM-UBM, i-Vector, x-VectorArticle coming
- Spectral Subtraction for Noise ReductionArticle coming
- Speech Analysis: Short-Time Energy, ZCR, PitchArticle coming
- Stream Processing: Zero-Copy Buffer Management in DSPArticle coming
- Superdirective Beamformer: High Directivity, Noise SensitiveArticle coming
- TMS320C28x Fixed-Point DSP: Control ApplicationsArticle coming
- Texas Instruments C6748 / C6678: Multi-Core DSPArticle coming
- Text-to-Speech (TTS): Concatenative, Statistical, NeuralArticle coming
- USRP / RTL-SDR: Hardware for SDR PrototypingArticle coming
- Voice Activity Detection (VAD): Energy, ZCR, ML-BasedArticle coming
- WaveNet: Autoregressive Neural Vocoder ArchitectureArticle coming
- Wiener Filter for Speech EnhancementArticle coming
- Xilinx RFSoC: ADC/DAC + FPGA + ARM for RadioArticle coming
Distinguished Engineer· 0 of 40
- AI-Assisted Radar: Target Classification with CNNArticle coming
- Attention Mechanism in Signal Processing ApplicationsArticle coming
- Continual Learning for Non-Stationary Signal StreamsArticle coming
- Contrastive Learning for Audio: SimCLR on SpectrogramsArticle coming
- Convolutional Neural Network for 1D Signal ClassificationArticle coming
- DNN Channel Estimation for OFDM: Pilot-Aided + NNArticle coming
- DNN-Based Speech Enhancement: SEGAN, MetricGAN, FullSubNetArticle coming
- Diffusion Models for Audio: AudioLDM, DiffWaveArticle coming
- ECG Arrhythmia Detection: 1D CNN on 12-Lead ECGArticle coming
- EEG Artifact Removal: ICA + Deep Learning HybridArticle coming
- End-to-End ASR: CTC, Attention-Based, RNN-T ModelsArticle coming
- Explainable AI (XAI) for Signal Processing: Grad-CAM, SHAPArticle coming
- Federated Learning for Distributed Signal ProcessingArticle coming
- Foundation Models for Time-Series: Moirai, Chronos, TimesFMArticle coming
- Graph Neural Network for Sensor Network ProcessingArticle coming
- Gravitational Wave Detection: Matched Filter + CNNArticle coming
- HuBERT: Hidden Unit BERT for Speech Pre-TrainingArticle coming
- LSTM / GRU: Gated Recurrent Units for Time-SeriesArticle coming
- ML for MIMO Detection: DetNet, OAMPNetArticle coming
- ML-Based OFDM Receiver: DeepReceiver, TimNetArticle coming
- Machine Learning for Condition Monitoring: Vibration, AcousticArticle coming
- Modulation Classification: CNN on Constellation DiagramArticle coming
- MusicGen: Language Model for Conditional Music GenerationArticle coming
- Neural Beamforming: Filter-and-Sum with Learned WeightsArticle coming
- Neural TTS: FastSpeech 2, VITS, NaturalSpeechArticle coming
- Neuromorphic Auditory Processing: SNN for Ultra-Low-PowerArticle coming
- PPG Signal Quality Assessment and SpO2 Estimation with MLArticle coming
- Physics-Informed Neural Network (PINN) for Wave EquationArticle coming
- RF Fingerprinting: Transmitter ID from Signal ImperfectionsArticle coming
- Radar Micro-Doppler Signature RecognitionArticle coming
- Seismic Signal Processing with Deep LearningArticle coming
- Self-Supervised Learning for Signal: BYOL, SimCLR AdaptationArticle coming
- SoundStream and EnCodec: Neural Audio Codec ArchitectureArticle coming
- Source Separation: Conv-TasNet, Dual-Path RNN (DPRNN)Article coming
- Temporal Convolutional Network (TCN): Causal Dilated ConvArticle coming
- Transformer for Time-Series: Temporal Fusion Transformer (TFT)Article coming
- Uncertainty Quantification in Signal Processing ML ModelsArticle coming
- Wav2Vec 2.0: Self-Supervised Speech RepresentationArticle coming
- WaveNet: Dilated Causal CNN for Raw Waveform GenerationArticle coming
- Whisper: Large-Scale Supervised ASR (Encoder-Decoder)Article coming