Fangjun Kuang
Committed by GitHub

Add Android demo for MatchaTTS models. (#1683)

... ... @@ -26,6 +26,7 @@ jobs:
total: ["40"]
index: ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "35", "36", "37", "38", "39"]
steps:
- uses: actions/checkout@v4
with:
... ...
... ... @@ -183,6 +183,8 @@ class MainActivity : AppCompatActivity() {
private fun initTts() {
var modelDir: String?
var modelName: String?
var acousticModelName: String?
var vocoder: String?
var ruleFsts: String?
var ruleFars: String?
var lexicon: String?
... ... @@ -193,8 +195,18 @@ class MainActivity : AppCompatActivity() {
// The purpose of such a design is to make the CI test easier
// Please see
// https://github.com/k2-fsa/sherpa-onnx/blob/master/scripts/apk/generate-tts-apk-script.py
modelDir = null
// VITS -- begin
modelName = null
// VITS -- end
// Matcha -- begin
acousticModelName = null
vocoder = null
// Matcha -- end
modelDir = null
ruleFsts = null
ruleFars = null
lexicon = null
... ... @@ -217,7 +229,6 @@ class MainActivity : AppCompatActivity() {
// https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-icefall-zh-aishell3.tar.bz2
// modelDir = "vits-icefall-zh-aishell3"
// modelName = "model.onnx"
// ruleFsts = "vits-icefall-zh-aishell3/phone.fst,vits-icefall-zh-aishell3/date.fst,vits-icefall-zh-aishell3/number.fst,vits-icefall-zh-aishell3/new_heteronym.fst"
// ruleFars = "vits-icefall-zh-aishell3/rule.far"
// lexicon = "lexicon.txt"
... ... @@ -233,24 +244,47 @@ class MainActivity : AppCompatActivity() {
// modelDir = "vits-coqui-de-css10"
// modelName = "model.onnx"
// Example 6
// vits-melo-tts-zh_en
// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/vits.html#vits-melo-tts-zh-en-chinese-english-1-speaker
// modelDir = "vits-melo-tts-zh_en"
// modelName = "model.onnx"
// lexicon = "lexicon.txt"
// dictDir = "vits-melo-tts-zh_en/dict"
// Example 7
// matcha-icefall-zh-baker
// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/matcha.html#matcha-icefall-zh-baker-chinese-1-female-speaker
// modelDir = "matcha-icefall-zh-baker"
// acousticModelName = "model-steps-3.onnx"
// vocoder = "hifigan_v2.onnx"
// lexicon = "lexicon.txt"
// dictDir = "matcha-icefall-zh-baker/dict"
// Example 8
// matcha-icefall-en_US-ljspeech
// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/matcha.html#matcha-icefall-en-us-ljspeech-american-english-1-female-speaker
// modelDir = "matcha-icefall-en_US-ljspeech"
// acousticModelName = "model-steps-3.onnx"
// vocoder = "hifigan_v2.onnx"
// dataDir = "matcha-icefall-en_US-ljspeech/espeak-ng-data"
if (dataDir != null) {
val newDir = copyDataDir(modelDir!!)
modelDir = newDir + "/" + modelDir
dataDir = newDir + "/" + dataDir
assets = null
val newDir = copyDataDir(dataDir!!)
dataDir = "$newDir/$dataDir"
}
if (dictDir != null) {
val newDir = copyDataDir(modelDir!!)
modelDir = newDir + "/" + modelDir
dictDir = modelDir + "/" + "dict"
val newDir = copyDataDir(dictDir!!)
dictDir = "$newDir/$dictDir"
ruleFsts = "$modelDir/phone.fst,$modelDir/date.fst,$modelDir/number.fst"
assets = null
}
val config = getOfflineTtsConfig(
modelDir = modelDir!!,
modelName = modelName!!,
modelName = modelName ?: "",
acousticModelName = acousticModelName ?: "",
vocoder = vocoder ?: "",
lexicon = lexicon ?: "",
dataDir = dataDir ?: "",
dictDir = dictDir ?: "",
... ...
... ... @@ -57,7 +57,7 @@ class MainActivity : ComponentActivity() {
color = MaterialTheme.colorScheme.background
) {
Scaffold(topBar = {
TopAppBar(title = { Text("Next-gen Kaldi: TTS") })
TopAppBar(title = { Text("Next-gen Kaldi: TTS Engine") })
}) {
Box(modifier = Modifier.padding(it)) {
Column(modifier = Modifier.padding(16.dp)) {
... ... @@ -65,8 +65,8 @@ class MainActivity : ComponentActivity() {
Text("Speed " + String.format("%.1f", TtsEngine.speed))
Slider(
value = TtsEngine.speedState.value,
onValueChange = {
TtsEngine.speed = it
onValueChange = {
TtsEngine.speed = it
preferenceHelper.setSpeed(it)
},
valueRange = 0.2F..3.0F,
... ... @@ -138,7 +138,9 @@ class MainActivity : ComponentActivity() {
val filename =
application.filesDir.absolutePath + "/generated.wav"
val ok =
audio.samples.isNotEmpty() && audio.save(filename)
audio.samples.isNotEmpty() && audio.save(
filename
)
if (ok) {
stopMediaPlayer()
... ...
package com.k2fsa.sherpa.onnx.tts.engine
import PreferenceHelper
import android.content.Context
import android.content.res.AssetManager
import android.util.Log
... ... @@ -11,7 +12,6 @@ import com.k2fsa.sherpa.onnx.getOfflineTtsConfig
import java.io.File
import java.io.FileOutputStream
import java.io.IOException
import PreferenceHelper
object TtsEngine {
var tts: OfflineTts? = null
... ... @@ -41,6 +41,8 @@ object TtsEngine {
private var modelDir: String? = null
private var modelName: String? = null
private var acousticModelName: String? = null
private var vocoder: String? = null
private var ruleFsts: String? = null
private var ruleFars: String? = null
private var lexicon: String? = null
... ... @@ -52,8 +54,17 @@ object TtsEngine {
// The purpose of such a design is to make the CI test easier
// Please see
// https://github.com/k2-fsa/sherpa-onnx/blob/master/scripts/apk/generate-tts-apk-script.py
modelDir = null
//
// For VITS -- begin
modelName = null
// For VITS -- end
// For Matcha -- begin
acousticModelName = null
vocoder = null
// For Matcha -- end
modelDir = null
ruleFsts = null
ruleFars = null
lexicon = null
... ... @@ -82,7 +93,6 @@ object TtsEngine {
// https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-icefall-zh-aishell3.tar.bz2
// modelDir = "vits-icefall-zh-aishell3"
// modelName = "model.onnx"
// ruleFsts = "vits-icefall-zh-aishell3/phone.fst,vits-icefall-zh-aishell3/date.fst,vits-icefall-zh-aishell3/number.fst,vits-icefall-zh-aishell3/new_heteronym.fst"
// ruleFars = "vits-icefall-zh-aishell3/rule.far"
// lexicon = "lexicon.txt"
// lang = "zho"
... ... @@ -101,8 +111,35 @@ object TtsEngine {
// modelDir = "vits-coqui-de-css10"
// modelName = "model.onnx"
// lang = "deu"
}
// Example 6
// vits-melo-tts-zh_en
// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/vits.html#vits-melo-tts-zh-en-chinese-english-1-speaker
// modelDir = "vits-melo-tts-zh_en"
// modelName = "model.onnx"
// lexicon = "lexicon.txt"
// dictDir = "vits-melo-tts-zh_en/dict"
// lang = "zho"
// Example 7
// matcha-icefall-zh-baker
// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/matcha.html#matcha-icefall-zh-baker-chinese-1-female-speaker
// modelDir = "matcha-icefall-zh-baker"
// acousticModelName = "model-steps-3.onnx"
// vocoder = "hifigan_v2.onnx"
// lexicon = "lexicon.txt"
// dictDir = "matcha-icefall-zh-baker/dict"
// lang = "zho"
// Example 8
// matcha-icefall-en_US-ljspeech
// https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/matcha.html#matcha-icefall-en-us-ljspeech-american-english-1-female-speaker
// modelDir = "matcha-icefall-en_US-ljspeech"
// acousticModelName = "model-steps-3.onnx"
// vocoder = "hifigan_v2.onnx"
// dataDir = "matcha-icefall-en_US-ljspeech/espeak-ng-data"
// lang = "eng"
}
fun createTts(context: Context) {
Log.i(TAG, "Init Next-gen Kaldi TTS")
... ... @@ -115,22 +152,22 @@ object TtsEngine {
assets = context.assets
if (dataDir != null) {
val newDir = copyDataDir(context, modelDir!!)
modelDir = "$newDir/$modelDir"
val newDir = copyDataDir(context, dataDir!!)
dataDir = "$newDir/$dataDir"
assets = null
}
if (dictDir != null) {
val newDir = copyDataDir(context, modelDir!!)
modelDir = "$newDir/$modelDir"
dictDir = "$modelDir/dict"
val newDir = copyDataDir(context, dictDir!!)
dictDir = "$newDir/$dictDir"
ruleFsts = "$modelDir/phone.fst,$modelDir/date.fst,$modelDir/number.fst"
assets = null
}
val config = getOfflineTtsConfig(
modelDir = modelDir!!, modelName = modelName!!, lexicon = lexicon ?: "",
modelDir = modelDir!!,
modelName = modelName ?: "",
acousticModelName = acousticModelName ?: "",
vocoder = vocoder ?: "",
lexicon = lexicon ?: "",
dataDir = dataDir ?: "",
dictDir = dictDir ?: "",
ruleFsts = ruleFsts ?: "",
... ...
... ... @@ -37,6 +37,8 @@ mkdir -p apks
pushd ./android/SherpaOnnxTtsEngine/app/src/main/assets/
model_dir={{ tts_model.model_dir }}
model_name={{ tts_model.model_name }}
acoustic_model_name={{ tts_model.acoustic_model_name }}
vocoder={{ tts_model.vocoder }}
lang={{ tts_model.lang }}
lang_iso_639_3={{ tts_model.lang_iso_639_3 }}
... ... @@ -44,15 +46,30 @@ wget -qq https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/$mod
tar xf $model_dir.tar.bz2
rm $model_dir.tar.bz2
{% if tts_model.vocoder %}
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/vocoder-models/$vocoder
{% endif %}
popd
# Now we are at the project root directory
git checkout .
pushd android/SherpaOnnxTtsEngine/app/src/main/java/com/k2fsa/sherpa/onnx/tts/engine
sed -i.bak s/"modelDir = null"/"modelDir = \"$model_dir\""/ ./TtsEngine.kt
sed -i.bak s/"modelName = null"/"modelName = \"$model_name\""/ ./TtsEngine.kt
sed -i.bak s/"lang = null"/"lang = \"$lang_iso_639_3\""/ ./TtsEngine.kt
{% if tts_model.model_name %}
sed -i.bak s/"modelName = null"/"modelName = \"$model_name\""/ ./TtsEngine.kt
{% endif %}
{% if tts_model.model_name %}
sed -i.bak s/"acousticModelName = null"/"acousticModelName = \"$acoustic_model_name\""/ ./TtsEngine.kt
{% endif %}
{% if tts_model.vocoder %}
sed -i.bak s/"vocoder = null"/"vocoder = \"$vocoder\""/ ./TtsEngine.kt
{% endif %}
{% if tts_model.rule_fsts %}
rule_fsts={{ tts_model.rule_fsts }}
sed -i.bak s%"ruleFsts = null"%"ruleFsts = \"$rule_fsts\""% ./TtsEngine.kt
... ... @@ -109,6 +126,7 @@ for arch in arm64-v8a armeabi-v7a x86_64 x86; do
done
rm -rf ./android/SherpaOnnxTtsEngine/app/src/main/assets/$model_dir
rm -fv ./android/SherpaOnnxTtsEngine/app/src/main/assets/*.onnx
{% endfor %}
git checkout .
... ...
... ... @@ -37,19 +37,38 @@ mkdir -p apks
pushd ./android/SherpaOnnxTts/app/src/main/assets/
model_dir={{ tts_model.model_dir }}
model_name={{ tts_model.model_name }}
acoustic_model_name={{ tts_model.acoustic_model_name }}
vocoder={{ tts_model.vocoder }}
lang={{ tts_model.lang }}
wget -qq https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/$model_dir.tar.bz2
tar xf $model_dir.tar.bz2
rm $model_dir.tar.bz2
{% if tts_model.vocoder %}
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/vocoder-models/$vocoder
{% endif %}
popd
# Now we are at the project root directory
git checkout .
pushd android/SherpaOnnxTts/app/src/main/java/com/k2fsa/sherpa/onnx
sed -i.bak s/"modelDir = null"/"modelDir = \"$model_dir\""/ ./MainActivity.kt
sed -i.bak s/"modelName = null"/"modelName = \"$model_name\""/ ./MainActivity.kt
{% if tts_model.model_name %}
sed -i.bak s/"modelName = null"/"modelName = \"$model_name\""/ ./MainActivity.kt
{% endif %}
{% if tts_model.acoustic_model_name %}
sed -i.bak s/"acousticModelName = null"/"acousticModelName = \"$acoustic_model_name\""/ ./MainActivity.kt
{% endif %}
{% if tts_model.vocoder %}
sed -i.bak s/"vocoder = null"/"vocoder = \"$vocoder\""/ ./MainActivity.kt
{% endif %}
{% if tts_model.rule_fsts %}
rule_fsts={{ tts_model.rule_fsts }}
... ... @@ -107,6 +126,8 @@ for arch in arm64-v8a armeabi-v7a x86_64 x86; do
done
rm -rf ./android/SherpaOnnxTts/app/src/main/assets/$model_dir
rm -fv ./android/SherpaOnnxTts/app/src/main/assets/*.onnx
{% endfor %}
git checkout .
... ...
... ... @@ -30,7 +30,9 @@ def get_args():
@dataclass
class TtsModel:
model_dir: str
model_name: str = ""
model_name: str = "" # for vits
acoustic_model_name: str = "" # for matcha
vocoder: str = "" # for matcha
lang: str = "" # en, zh, fr, de, etc.
rule_fsts: Optional[List[str]] = None
rule_fars: Optional[List[str]] = None
... ... @@ -378,6 +380,35 @@ def get_vits_models() -> List[TtsModel]:
return all_models
def get_matcha_models() -> List[TtsModel]:
chinese_models = [
TtsModel(
model_dir="matcha-icefall-zh-baker",
acoustic_model_name="model-steps-3.onnx",
lang="zh",
)
]
rule_fsts = ["phone.fst", "date.fst", "number.fst"]
for m in chinese_models:
s = [f"{m.model_dir}/{r}" for r in rule_fsts]
m.rule_fsts = ",".join(s)
m.dict_dir = m.model_dir + "/dict"
m.vocoder = "hifigan_v2.onnx"
english_models = [
TtsModel(
model_dir="matcha-icefall-en_US-ljspeech",
acoustic_model_name="model-steps-3.onnx",
lang="en",
)
]
for m in english_models:
m.data_dir = f"{m.model_dir}/espeak-ng-data"
m.vocoder = "hifigan_v2.onnx"
return chinese_models + english_models
def main():
args = get_args()
index = args.index
... ... @@ -389,7 +420,10 @@ def main():
all_model_list += get_piper_models()
all_model_list += get_mimic3_models()
all_model_list += get_coqui_models()
all_model_list += get_matcha_models()
convert_lang_to_iso_639_3(all_model_list)
print(all_model_list)
num_models = len(all_model_list)
... ...
... ... @@ -348,6 +348,10 @@ class OfflineTtsVitsImpl : public OfflineTtsImpl {
mgr, config_.model.vits.lexicon, config_.model.vits.tokens,
config_.model.vits.dict_dir, model_->GetMetaData(),
config_.model.debug);
} else if (meta_data.jieba && !config_.model.vits.dict_dir.empty()) {
frontend_ = std::make_unique<JiebaLexicon>(
mgr, config_.model.vits.lexicon, config_.model.vits.tokens,
config_.model.vits.dict_dir, config_.model.debug);
} else if (meta_data.is_melo_tts && meta_data.language == "English") {
frontend_ = std::make_unique<MeloTtsLexicon>(
mgr, config_.model.vits.lexicon, config_.model.vits.tokens,
... ...
... ... @@ -173,22 +173,55 @@ class OfflineTts(
// to download models
fun getOfflineTtsConfig(
modelDir: String,
modelName: String,
modelName: String, // for VITS
acousticModelName: String, // for Matcha
vocoder: String, // for Matcha
lexicon: String,
dataDir: String,
dictDir: String,
ruleFsts: String,
ruleFars: String
): OfflineTtsConfig {
if (modelName.isEmpty() && acousticModelName.isEmpty()) {
throw IllegalArgumentException("Please specify a TTS model")
}
if (modelName.isNotEmpty() && acousticModelName.isNotEmpty()) {
throw IllegalArgumentException("Please specify either a VITS or a Matcha model, but not both")
}
if (acousticModelName.isNotEmpty() && vocoder.isEmpty()) {
throw IllegalArgumentException("Please provide vocoder for Matcha TTS")
}
val vits = if (modelName.isNotEmpty()) {
OfflineTtsVitsModelConfig(
model = "$modelDir/$modelName",
lexicon = "$modelDir/$lexicon",
tokens = "$modelDir/tokens.txt",
dataDir = dataDir,
dictDir = dictDir,
)
} else {
OfflineTtsVitsModelConfig()
}
val matcha = if (acousticModelName.isNotEmpty()) {
OfflineTtsMatchaModelConfig(
acousticModel = "$modelDir/$acousticModelName",
vocoder = vocoder,
lexicon = "$modelDir/$lexicon",
tokens = "$modelDir/tokens.txt",
dictDir = dictDir,
dataDir = dataDir,
)
} else {
OfflineTtsMatchaModelConfig()
}
return OfflineTtsConfig(
model = OfflineTtsModelConfig(
vits = OfflineTtsVitsModelConfig(
model = "$modelDir/$modelName",
lexicon = "$modelDir/$lexicon",
tokens = "$modelDir/tokens.txt",
dataDir = dataDir,
dictDir = dictDir,
),
vits = vits,
matcha = matcha,
numThreads = 2,
debug = true,
provider = "cpu",
... ...