You Build Audio and Speech Models.
We Make Them Better.
Ensure the safety and performance of audio and speech models with LatticeFlow AI Audio by uncovering critical blind spots and operationalizing data quality.
TRY IT OUT
ASVSPOOF: OVERVIEW
The First Solution to Ensure Safety and Performance of Audio and Speech Models
01
DEEPFAKE DETECTION
Leverage LatticeFlow AI Audio to enhance the robustness and improve the accuracy of deepfake detection models.
02
AUTOMATIC SPEECH RECOGNITION
Detect and resolve blind spots, identify vulnerabilities and ensure optimal model performance in Automatic Speech Recognition.
03
PREVENTIVE MAINTENANCE
Build audio models with safety and reliability guardrails from the beginning. Automate controls to detect data and model failures.
VALIDATE YOUR DATA
Operationalize Data Quality and Curation
Detect Anomalies
Analyze underrepresented scenarios using inferred anomaly scores and outlier clusters.
'HOUSE' - COMMON SAMPLE
'HOUSE' - RARE SAMPLE
'HOUSE' - LOW QUALITY SAMPLE
Identify Data Leakage
Automatically identify leaked samples across dataset splits using specialized algorithms to efficiently compute audio similarity.
TRAINING SET
VALIDATION SET
SIMILARITY SCORE > 0.9 (AUDIO SHIFT + CUTOFF)
FLEXIBLE REPRESENTATION
Analyze All your Data, at a Glance
ENSURE DATA QUALITY
Correct Classification Label Errors at Scale
STREAMLINED EXPERIENCE
Unified Platform to Guide your Team
Work with Labelled and Unlabelled Datasets
Import your raw audio data directly from folder or your cloud storage
Dataset Reduction
Sample a representative subset to prioritize labeling while preserving the long-tail and the overall accuracy
Detect Data Imbalance
Compare data distributions and flag shifts
Spectrogram View
Native audio visualizations
INTERACTIVE DEMO
Take a sneak peek at LatticeFlow AI Audio
LATTICEFLOW AI PLATFORM
Dive Deep Into Our Platform
ENHANCE DATA QUALITY
LatticeFlow AI Vision allows you to enhance data quality at scale, by identifying issues such as anomalous samples, inconsistent labeling, data leakage, and unbalanced distributions.
AUTO-DIAGNOSE MODEL BLIND SPOTS
LatticeFlow AI Vision helps you to establish a systematic process to identify and fix critical computer vision model errors before they get into production.
MAKE YOUR CV MODELS TRUSTWORTHY
By automating the identification and resolution of issues such as low-quality inputs, inconsistent labeling, and data leakage, LatticeFlow AI Vision enables improved model performance, fostering trust and reliability.
CUSTOMER SUCCESS STORIES
Real-World Results Driven by LatticeFlow AI
We´d like to see more transparency in AI risk management: how companies evaluate risks, and implement mitigation measures.
Prof. Yoshua Bengio
Turing Award Laureate, Founder and Scientific Director at Mila – Quebec AI Institute
