Index

A

AgglomerativeClustering (class in malaya_speech.model.clustering) Aligner (class in malaya_speech.torch_model.huggingface) available_deep_conversion() (in module malaya_speech.speechsplit_conversion) available_deep_enhance() (in module malaya_speech.speech_enhancement) available_deep_masking() (in module malaya_speech.speech_enhancement) available_deep_wav() (in module malaya_speech.multispeaker_separation) available_diffusion() (in module malaya_speech.super_resolution) available_e2e_fastspeech2() (in module malaya_speech.tts) available_fastpitch() (in module malaya_speech.tts) available_fastspeech2() (in module malaya_speech.tts) available_fastvc() (in module malaya_speech.voice_conversion) available_glowtts() (in module malaya_speech.tts) available_gpt2() (in module malaya_speech.language_model) available_hifigan() (in module malaya_speech.vocoder) available_huggingface() (in module malaya_speech.force_alignment.ctc) (in module malaya_speech.speaker_vector) (in module malaya_speech.stt.ctc) (in module malaya_speech.stt.seq2seq) available_kenlm() (in module malaya_speech.language_model) available_lightspeech() (in module malaya_speech.tts) available_mbmelgan() (in module malaya_speech.vocoder) available_melgan() (in module malaya_speech.vocoder) available_mlm() (in module malaya_speech.language_model) available_model() (in module malaya_speech.age_detection) (in module malaya_speech.emotion) (in module malaya_speech.gender) (in module malaya_speech.language_detection) (in module malaya_speech.noise_reduction) (in module malaya_speech.speaker_change) (in module malaya_speech.speaker_overlap) (in module malaya_speech.speaker_vector) (in module malaya_speech.vad)

available_nemo() (in module malaya_speech.is_clean) (in module malaya_speech.speaker_count) (in module malaya_speech.speaker_vector) (in module malaya_speech.vad) available_pt_hifigan() (in module malaya_speech.vocoder) available_pt_transformer() (in module malaya_speech.stt.transducer) available_tacotron2() (in module malaya_speech.tts) available_transformer() (in module malaya_speech.force_alignment.ctc) (in module malaya_speech.force_alignment.transducer) (in module malaya_speech.stt.ctc) (in module malaya_speech.stt.transducer) available_unet() (in module malaya_speech.super_resolution) available_vits() (in module malaya_speech.tts) available_vits_v2() (in module malaya_speech.tts) available_vocoder() (in module malaya_speech.super_resolution) available_whisper() (in module malaya_speech.stt.seq2seq)

B

batching (class in malaya_speech.pipeline) (malaya_speech.pipeline.Pipeline attribute) beam_decoder() (malaya_speech.model.transducer.Transducer method) (malaya_speech.model.wav2vec.Wav2Vec2_CTC method) (malaya_speech.torch_model.torchaudio.Conformer method)

beam_decoder_lm() (malaya_speech.model.transducer.Transducer method)

C

Classification (class in malaya_speech.model.classification) (class in malaya_speech.torch_model.nemo) classification_stack() (in module malaya_speech.stack) clustering() (in module malaya_speech.diarization) combine() (in module malaya_speech.diarization)

combine_frames() (in module malaya_speech.utils.group) combine_mel_sampling() (in module malaya_speech.utils.generator) Conformer (class in malaya_speech.torch_model.torchaudio) conformer_rnnt_model() (in module malaya_speech.utils.torch_featurization) ContextCacher (class in malaya_speech.streaming.torchaudio) CTC (class in malaya_speech.torch_model.huggingface)

D

decode() (in module malaya_speech.utils.char) (in module malaya_speech.utils.subword) decode_multilanguage() (in module malaya_speech.utils.subword) deep_conversion() (in module malaya_speech.speechsplit_conversion) deep_enhance() (in module malaya_speech.speech_enhancement) deep_masking() (in module malaya_speech.speech_enhancement) deep_model() (in module malaya_speech.age_detection) (in module malaya_speech.emotion) (in module malaya_speech.gender) (in module malaya_speech.language_detection) (in module malaya_speech.noise_reduction) (in module malaya_speech.speaker_change) (in module malaya_speech.speaker_overlap) (in module malaya_speech.speaker_vector) (in module malaya_speech.vad)

deep_wav() (in module malaya_speech.multispeaker_separation) diffusion() (in module malaya_speech.super_resolution)

E

E2E_FastSpeech (class in malaya_speech.model.synthesis) e2e_fastspeech2() (in module malaya_speech.tts)

encode() (in module malaya_speech.utils.char) (in module malaya_speech.utils.subword) extract_pitch() (in module malaya_speech.utils.featurization)

F

Fastpitch (class in malaya_speech.model.synthesis) fastpitch() (in module malaya_speech.tts) Fastspeech (class in malaya_speech.model.synthesis) fastspeech2() (in module malaya_speech.tts) FastspeechSDP (class in malaya_speech.model.synthesis) FastSpeechSplit (class in malaya_speech.model.splitter) FastVC (class in malaya_speech.model.synthesis) fastvc() (in module malaya_speech.voice_conversion) FeatureExtractor (class in malaya_speech.utils.torch_featurization) fit_predict() (malaya_speech.model.clustering.AgglomerativeClustering method) (malaya_speech.model.clustering.HiddenMarkovModelClustering method) flatten (class in malaya_speech.pipeline) (malaya_speech.pipeline.Pipeline attribute) float_to_int() (in module malaya_speech.utils.astype)

ForceAlignment (class in malaya_speech.torch_model.torchaudio) foreach_map (class in malaya_speech.pipeline) (malaya_speech.pipeline.Pipeline attribute) forward() (malaya_speech.torch_model.huggingface.XVector method) (malaya_speech.torch_model.nemo.Classification method) (malaya_speech.torch_model.nemo.SpeakerVector method) (malaya_speech.torch_model.super_resolution.VoiceFixer method) (malaya_speech.torch_model.torchaudio.Conformer method) (malaya_speech.utils.torch_featurization.FeatureExtractor method) (malaya_speech.utils.torch_featurization.FunctionalModule method) (malaya_speech.utils.torch_featurization.GlobalStatsNormalization method) frames() (in module malaya_speech.utils.generator) from_mel() (in module malaya_speech.utils.griffin_lim) from_mel_vocoder() (in module malaya_speech.utils.griffin_lim) FunctionalModule (class in malaya_speech.utils.torch_featurization)

G

generate() (malaya_speech.torch_model.huggingface.Seq2Seq method) generate_tokenizer() (in module malaya_speech.utils.subword) generate_vocab() (in module malaya_speech.utils.char) GlobalStatsNormalization (class in malaya_speech.utils.torch_featurization) glowtts() (in module malaya_speech.tts) gpt2() (in module malaya_speech.language_model) gradio() (malaya_speech.model.synthesis.TTS method) (malaya_speech.model.transducer.Transducer method) (malaya_speech.model.wav2vec.Wav2Vec2_CTC method) (malaya_speech.torch_model.huggingface.CTC method)

greedy_decoder() (malaya_speech.model.transducer.Transducer method) (malaya_speech.model.wav2vec.Wav2Vec2_CTC method) (malaya_speech.torch_model.huggingface.CTC method) group_frames() (in module malaya_speech.utils.group) group_frames_threshold() (in module malaya_speech.utils.group)

H

HiddenMarkovModelClustering (class in malaya_speech.model.clustering) hifigan() (in module malaya_speech.vocoder) huggingface() (in module malaya_speech.force_alignment.ctc) (in module malaya_speech.force_alignment.seq2seq) (in module malaya_speech.speaker_vector) (in module malaya_speech.stt.ctc) (in module malaya_speech.stt.seq2seq)

I

int_to_float() (in module malaya_speech.utils.astype)

K

kenlm() (in module malaya_speech.language_model)

L

lightspeech() (in module malaya_speech.tts) load() (in module malaya_speech.extra.rttm) (in module malaya_speech.utils.read) (in module malaya_speech.utils.subword)

load_sentencepiece() (in module malaya_speech.utils.subword) load_text_ids() (in module malaya_speech.tts)

M

malaya_speech module malaya_speech.age_detection module malaya_speech.augmentation.spectrogram module malaya_speech.diarization module malaya_speech.emotion module malaya_speech.extra.rttm module malaya_speech.extra.visualization module malaya_speech.force_alignment.ctc module malaya_speech.force_alignment.seq2seq module malaya_speech.force_alignment.transducer module malaya_speech.gender module malaya_speech.is_clean module malaya_speech.language_detection module malaya_speech.language_model module malaya_speech.multispeaker_separation module malaya_speech.noise_reduction module malaya_speech.speaker_change module malaya_speech.speaker_count module malaya_speech.speaker_overlap module malaya_speech.speaker_vector module malaya_speech.speech_enhancement module malaya_speech.speechsplit_conversion module malaya_speech.stack module malaya_speech.streaming.pyaudio module malaya_speech.streaming.torchaudio module malaya_speech.stt.ctc module malaya_speech.stt.seq2seq module malaya_speech.stt.transducer module malaya_speech.super_resolution module malaya_speech.tts module malaya_speech.utils.aligner module malaya_speech.utils.astype module malaya_speech.utils.char module malaya_speech.utils.combine module malaya_speech.utils.featurization module malaya_speech.utils.generator module malaya_speech.utils.griffin_lim module malaya_speech.utils.group module

malaya_speech.utils.io module malaya_speech.utils.padding module malaya_speech.utils.read module malaya_speech.utils.split module malaya_speech.utils.subword module malaya_speech.utils.tf_featurization module malaya_speech.utils.torch_featurization module malaya_speech.vad module malaya_speech.vocoder module malaya_speech.voice_conversion module map (class in malaya_speech.pipeline) (malaya_speech.pipeline.Pipeline attribute) mask_frequency() (in module malaya_speech.augmentation.spectrogram) mask_time() (in module malaya_speech.augmentation.spectrogram) mbmelgan() (in module malaya_speech.vocoder) mel_sampling() (in module malaya_speech.utils.generator) melgan() (in module malaya_speech.vocoder) mlm() (in module malaya_speech.language_model) module malaya_speech malaya_speech.age_detection malaya_speech.augmentation.spectrogram malaya_speech.diarization malaya_speech.emotion malaya_speech.extra.rttm malaya_speech.extra.visualization malaya_speech.force_alignment.ctc malaya_speech.force_alignment.seq2seq malaya_speech.force_alignment.transducer malaya_speech.gender malaya_speech.is_clean malaya_speech.language_detection malaya_speech.language_model malaya_speech.multispeaker_separation malaya_speech.noise_reduction malaya_speech.speaker_change malaya_speech.speaker_count malaya_speech.speaker_overlap malaya_speech.speaker_vector malaya_speech.speech_enhancement malaya_speech.speechsplit_conversion malaya_speech.stack malaya_speech.streaming.pyaudio malaya_speech.streaming.torchaudio malaya_speech.stt.ctc malaya_speech.stt.seq2seq malaya_speech.stt.transducer malaya_speech.super_resolution malaya_speech.tts malaya_speech.utils.aligner malaya_speech.utils.astype malaya_speech.utils.char malaya_speech.utils.combine malaya_speech.utils.featurization malaya_speech.utils.generator malaya_speech.utils.griffin_lim malaya_speech.utils.group malaya_speech.utils.io malaya_speech.utils.padding malaya_speech.utils.read malaya_speech.utils.split malaya_speech.utils.subword malaya_speech.utils.tf_featurization malaya_speech.utils.torch_featurization malaya_speech.vad malaya_speech.vocoder malaya_speech.voice_conversion

N

nemo() (in module malaya_speech.is_clean) (in module malaya_speech.speaker_count) (in module malaya_speech.speaker_vector) (in module malaya_speech.vad)

normalize_signal() (in module malaya_speech.utils.featurization) NVSR (class in malaya_speech.torch_model.super_resolution)

P

pack_literals() (malaya_speech.pipeline.zip method) partition (class in malaya_speech.pipeline) (malaya_speech.pipeline.Pipeline attribute) Pipeline (class in malaya_speech.pipeline) plot_alignments() (in module malaya_speech.utils.aligner) plot_classification() (in module malaya_speech.extra.visualization) Point (class in malaya_speech.utils.aligner) predict() (malaya_speech.model.classification.Classification method) (malaya_speech.model.classification.SpeakernetClassification method) (malaya_speech.model.splitter.FastSpeechSplit method) (malaya_speech.model.splitter.Split_Mel method) (malaya_speech.model.splitter.Split_Wav method) (malaya_speech.model.synthesis.E2E_FastSpeech method) (malaya_speech.model.synthesis.Fastpitch method) (malaya_speech.model.synthesis.Fastspeech method) (malaya_speech.model.synthesis.FastspeechSDP method) (malaya_speech.model.synthesis.FastVC method) (malaya_speech.model.synthesis.Tacotron method) (malaya_speech.model.synthesis.Vocoder method) (malaya_speech.model.transducer.Transducer method) (malaya_speech.model.transducer.TransducerAligner method) (malaya_speech.model.unet.UNET method) (malaya_speech.model.unet.UNET1D method) (malaya_speech.model.unet.UNETSTFT method) (malaya_speech.model.wav2vec.Wav2Vec2_Aligner method) (malaya_speech.model.wav2vec.Wav2Vec2_CTC method) (malaya_speech.stack.Stack method) (malaya_speech.torch_model.huggingface.Aligner method) (malaya_speech.torch_model.huggingface.CTC method) (malaya_speech.torch_model.huggingface.Seq2SeqAligner method) (malaya_speech.torch_model.nemo.Classification method) (malaya_speech.torch_model.super_resolution.NVSR method) (malaya_speech.torch_model.super_resolution.VoiceFixer method) (malaya_speech.torch_model.torchaudio.ForceAlignment method)

predict_alignment() (malaya_speech.model.transducer.Transducer method) predict_logits() (malaya_speech.model.wav2vec.Wav2Vec2_CTC method) (malaya_speech.torch_model.huggingface.CTC method) (malaya_speech.torch_model.huggingface.Seq2Seq method) predict_proba() (malaya_speech.model.classification.Classification method) (malaya_speech.model.classification.SpeakernetClassification method) (malaya_speech.stack.Stack method) (malaya_speech.torch_model.nemo.Classification method) pt_hifigan() (in module malaya_speech.vocoder) pt_transformer() (in module malaya_speech.force_alignment.transducer) (in module malaya_speech.stt.transducer) put_comma() (in module malaya_speech.utils.aligner)

R

resample() (in module malaya_speech.utils.read)

S

save() (in module malaya_speech.utils.subword) Segment (class in malaya_speech.utils.aligner) separate_sources() (in module malaya_speech.utils.torch_featurization) Seq2Seq (class in malaya_speech.torch_model.huggingface) Seq2SeqAligner (class in malaya_speech.torch_model.huggingface) sequence_1d() (in module malaya_speech.utils.padding) sequence_nd() (in module malaya_speech.utils.padding) sliding_window (class in malaya_speech.pipeline) (malaya_speech.pipeline.Pipeline attribute) Speaker2Vec (class in malaya_speech.model.classification) speaker_similarity() (in module malaya_speech.diarization) Speakernet (class in malaya_speech.model.classification) SpeakernetClassification (class in malaya_speech.model.classification) SpeakerVector (class in malaya_speech.torch_model.nemo)

split_activities() (in module malaya_speech.speaker_change) Split_Mel (class in malaya_speech.model.splitter) split_vad() (in module malaya_speech.utils.split) split_vad_duration() (in module malaya_speech.utils.split) Split_Wav (class in malaya_speech.model.splitter) Stack (class in malaya_speech.stack) stream() (in module malaya_speech.streaming.pyaudio) (in module malaya_speech.streaming.torchaudio) stream_rnnt() (in module malaya_speech.streaming.torchaudio) streaming() (in module malaya_speech.diarization) StreamingKMeans (class in malaya_speech.model.clustering) StreamingKMeansMaxCluster (class in malaya_speech.model.clustering) StreamingSpeakerSimilarity (class in malaya_speech.model.clustering) strip_ids() (in module malaya_speech.utils.char)

T

Tacotron (class in malaya_speech.model.synthesis) tacotron2() (in module malaya_speech.tts) tf_mask_frequency() (in module malaya_speech.augmentation.spectrogram) tf_mask_time() (in module malaya_speech.augmentation.spectrogram) tf_sequence_nd() (in module malaya_speech.utils.padding) to_byte() (in module malaya_speech.utils.astype) to_ndarray() (in module malaya_speech.utils.astype)

Transducer (class in malaya_speech.model.transducer) TransducerAligner (class in malaya_speech.model.transducer) transformer() (in module malaya_speech.force_alignment.ctc) (in module malaya_speech.force_alignment.transducer) (in module malaya_speech.stt.ctc) (in module malaya_speech.stt.transducer) TTS (class in malaya_speech.model.synthesis)

U

UNET (class in malaya_speech.model.unet) unet() (in module malaya_speech.super_resolution)

UNET1D (class in malaya_speech.model.unet) UNETSTFT (class in malaya_speech.model.unet)

V

vectorize() (malaya_speech.model.classification.Speaker2Vec method) (malaya_speech.model.classification.Speakernet method) (malaya_speech.torch_model.huggingface.XVector method) (malaya_speech.torch_model.nemo.SpeakerVector method) visualize() (malaya_speech.pipeline.Pipeline method) visualize_vad() (in module malaya_speech.extra.visualization)

VITS (class in malaya_speech.torch_model.synthesis) vits() (in module malaya_speech.tts) vits_v2() (in module malaya_speech.tts) Vocoder (class in malaya_speech.model.synthesis) vocoder() (in module malaya_speech.super_resolution) VoiceFixer (class in malaya_speech.torch_model.super_resolution)

W

Wav2Vec2_Aligner (class in malaya_speech.model.wav2vec) Wav2Vec2_CTC (class in malaya_speech.model.wav2vec) WebRTC (class in malaya_speech.model.webrtc) webrtc() (in module malaya_speech.vad)

whisper() (in module malaya_speech.stt.seq2seq) without_silent() (in module malaya_speech.utils.combine) write_srt() (in module malaya_speech.utils.io) write_tsv() (in module malaya_speech.utils.io) write_vtt() (in module malaya_speech.utils.io)

X

XVector (class in malaya_speech.torch_model.huggingface)

Z

zip (class in malaya_speech.pipeline) (malaya_speech.pipeline.Pipeline attribute)