Files
LocalAI/backend/go/magpie-tts-cpp/audio.go
mudler's LocalAI [bot] 2d889e61a6 feat(backend): add magpie-tts-cpp text-to-speech backend (#11115)
* feat(backend): add magpie-tts-cpp text-to-speech backend

Add a Go + purego backend wrapping the magpie-tts.cpp ggml port of NVIDIA's
Magpie TTS Multilingual 357M (encoder + autoregressive decoder over NanoCodec
tokens), producing 22.05 kHz mono audio in 5 baked voices (Aria, Jason, John,
Leo, Sofia; case-insensitive names or indices 0-4) across 9+ languages from a
single self-contained GGUF. Mirrors qwen3-tts-cpp / moss-tts-cpp: dlopen the
static-ggml shared library, bind the flat magpie_tts_capi_* C-API via purego
(no local C shim needed, the upstream .so exports it directly), and serve the
gRPC TTS + TTSStream methods behind base.SingleThread (the C context is not
reentrant across synthesize calls).

The backend CMakeLists translates the Makefile's -DGGML_{CUDA,METAL,VULKAN,HIP}
flags into upstream's MAGPIE_GGML_* toggles (upstream FORCE-overwrites the ggml
cache entries from those), pinned to magpie-tts.cpp v0.1.1
(e3f3dd1ebe22b64e7405f93b519f2d1930712568), which statically links ggml into
libmagpie-tts.so (ldd shows only system libs).

Wires the full registration: backend-matrix.yml (CPU amd64/arm64, CUDA 12/13,
Intel SYCL f16/f32, Vulkan amd64/arm64, ROCm, NVIDIA L4T + L4T CUDA 13, and
Darwin metal), backend/index.yaml metas and image entries, the root Makefile
build targets, the changed-backends backend-filter path mapping, the bump_deps
auto-bump matrix, a test-extra per-backend smoke job, the /backends/known
pref-only importer entry, the backend capabilities map (TTS + TTSStream, no
voice cloning), and the README / compatibility-table docs rows.

Verified locally: unit + e2e Ginkgo suites pass against the real q8_0 GGUF
(22.05 kHz mono WAV, RMS > 0.01), a live gRPC LoadModel + TTS round-trip
returns valid non-silent audio, and the pre-commit gates (make lint,
make test-coverage-check) pass, run manually with LOCALAI_TEST_HTTP_PORT
overriding the locally-occupied 9090.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* gallery: add magpie-tts-cpp model entries (q8_0 + f16)

Add the Magpie TTS Multilingual 357M GGUFs from mudler/magpie-tts.cpp-gguf to
the model gallery: q8_0 (~624 MB, near-lossless, fastest decode, recommended)
with an f16 (~784 MB) variant, both served by the magpie-tts-cpp backend.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* magpie-tts-cpp: bump pin to rewritten upstream v0.1.1 SHA

Upstream history was rewritten to purge accidentally committed build
artifacts; v0.1.1 now resolves to 6f7696cf.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-25 08:38:48 +02:00

94 lines
2.8 KiB
Go

package main
import (
"bytes"
"encoding/binary"
"fmt"
"os"
"github.com/go-audio/audio"
"github.com/go-audio/wav"
)
// magpieSampleRate is the fixed Magpie TTS Multilingual (NanoCodec) output
// rate: 22.05 kHz.
const magpieSampleRate = 22050
// magpieChannels is the fixed output layout: mono.
const magpieChannels = 1
// wavHeaderMono returns a 44-byte WAV header for a streaming 16-bit mono PCM
// stream at 22050 Hz, with placeholder (0xFFFFFFFF) sizes since the total
// length is unknown up front. Emitted as the first chunk of TTSStream so the
// HTTP layer receives a self-describing WAV.
func wavHeaderMono() []byte {
const blockAlign = magpieChannels * 2 // 16-bit mono
var buf bytes.Buffer
w := func(v any) { _ = binary.Write(&buf, binary.LittleEndian, v) }
buf.WriteString("RIFF")
w(uint32(0xFFFFFFFF))
buf.WriteString("WAVE")
buf.WriteString("fmt ")
w(uint32(16)) // Subchunk1Size
w(uint16(1)) // PCM
w(uint16(magpieChannels)) // mono
w(uint32(magpieSampleRate)) // sample rate
w(uint32(magpieSampleRate * blockAlign)) // byte rate = SR * blockAlign
w(uint16(blockAlign)) // block align
w(uint16(16)) // bits per sample
buf.WriteString("data")
w(uint32(0xFFFFFFFF))
return buf.Bytes()
}
// floatToPCM16LE clamps each sample to [-1,1] and encodes it as little-endian
// signed 16-bit PCM.
func floatToPCM16LE(samples []float32) []byte {
out := make([]byte, len(samples)*2)
for i, s := range samples {
if s > 1 {
s = 1
} else if s < -1 {
s = -1
}
v := int16(s * 32767)
out[i*2] = byte(v) // #nosec G115 -- intentional little-endian split of a clamped int16
out[i*2+1] = byte(v >> 8) // #nosec G115 -- high byte of the same clamped int16
}
return out
}
// writeWAVMono writes float samples as a finalized 16-bit mono WAV at
// 22050 Hz.
func writeWAVMono(dst string, samples []float32) error {
f, err := os.Create(dst) // #nosec G304 -- dst is the server-chosen output path from the TTS request, not user-traversable
if err != nil {
return fmt.Errorf("magpie-tts: create %q: %w", dst, err)
}
enc := wav.NewEncoder(f, magpieSampleRate, 16, magpieChannels, 1)
ints := make([]int, len(samples))
for i, s := range samples {
if s > 1 {
s = 1
} else if s < -1 {
s = -1
}
ints[i] = int(s * 32767)
}
b := &audio.IntBuffer{
Format: &audio.Format{NumChannels: magpieChannels, SampleRate: magpieSampleRate},
Data: ints,
SourceBitDepth: 16,
}
if err := enc.Write(b); err != nil {
_ = enc.Close()
_ = f.Close()
return fmt.Errorf("magpie-tts: encode WAV: %w", err)
}
if err := enc.Close(); err != nil {
_ = f.Close()
return fmt.Errorf("magpie-tts: finalize WAV: %w", err)
}
return f.Close()
}