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Models
Many AI applications have common needs: classification, object detection, language translation, text-to-speech, recommender engines, sentiment analysis, and more. When developing applications with these capabilities, it is much faster to start with a model that is pre-trained and then tune it for a specific use case. The NGC catalog offers pre-trained models for a variety of common AI tasks that are optimized for NVIDIA Tensor Core GPUs, and can be easily re-trained by updating just a few layers, saving valuable time.
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RIVA Citrinet ASR Spanish
Model
Spanish Citrinet ASR model trained on ASR set 2.0
STT En ContextNet 256
Model
ContextNet-256 model for English Automatic Speech Recognition, trained on NeMo ASRSET.
STT En ContextNet 512
Model
ContextNet-512 model for English Automatic Speech Recognition, trained on NeMo ASRSET.
STT En ContextNet 1024
Model
ContextNet-1024 model for English Automatic Speech Recognition, trained on NeMo ASRSET
TTS En LJ HiFi-GAN
Model
HiFiGAN Speech Synthesis model trained female English speech (LJSpeech dataset)
BodyPoseNet
Model
Detect body pose from an image.
EmotionNet
Model
Network to classify emotions from face.
Gaze Estimation
Model
Detect a persons eye gaze point of regard and gaze vector.
FaceDetect
Model
Detect faces from an image.
GestureNet
Model
Classify gestures from hand crop images.
RIVA Citrinet ASR Russian
Model
Russian Citrinet ASR model trained on ASR set 1.0
RIVA Citrinet ASR German
Model
German Citrinet ASR model trained on ASR set 1.0
RIVA Citrinet ASR English
Model
English Citrinet ASR model trained on ASR set 3.0, no-weight-decay
RIVA Quartznet ASR English
Model
English Quartznet ASR model trained on ASR set 1.2
RIVA Jasper ASR English
Model
English ASR model trained on ASR Set 1.2, Noise Robust
Riva ASR English LM
Model
Base English n-gram LM trained on LibriSpeech, Switchboard and Fisher
RIVA Conformer ASR English - ASR set 3.0
Model
English Conformer ASR model trained on ASR set 3.0
STT Fr Conformer-Transducer Large
Model
Conformer-Transducer-Large model for French Automatic Speech Recognition, Trained on French NeMo ASRSET
TTS En LJ Mixer-TTS-X
Model
Mixer-TTS Speech Synthesis model trained on female English speech (LJSpeech dataset)
TTS En LJ Mixer-TTS
Model
Mixer-TTS Speech Synthesis model trained on female English speech (LJSpeech dataset)
STT Fr Conformer-CTC Large
Model
Conformer-CTC-Large model for French Automatic Speech Recognition, Trained on NeMo ASRSET 2.0
BodyPose3DNet
Model
3D human pose estimation network to predict 34 keypoints in 3D of a person in an image.
Speech to Text English Citrinet
Model
Speech to Text Citrinet models for English.
TitaNet-L
Model
TitaNet model for Speaker Verification and Diarization tasks
Speech Synthesis English FastPitch
Model
Mel-Spectrogram prediction conditioned on input text with LJSpeech voice.